Table of Contents

Load the required package.

1 Introduction

In this analysis, we are going to use Decision Tree Model and K-nearest Neighbours Model to classify the Control variable (which has three levels: private for-profit, private non-profit and public ) in the College Scorecard Data Set. Since we can get the control type info of a school by simply googling, the goal of the analysis is to profile the institutions of each control type rather than to predict which control type a school belongs to.

2 Data Preparation

Prior to the analysis, we need to prepare the data. Getting a clean data set ready for Decision Tree Modeling and KNN Analysis requires us to remove unnecessary columns, deal with missing values, and split data into training and testing set.

2.1 Load the dataset

We load the data set and take a look at the structure of data.

data_import = read.csv("data_clean.csv",
                   header = TRUE, na.strings = 'NA')
str(data_import)
## 'data.frame':    7793 obs. of  19 variables:
##  $ X                : int  1 2 3 4 5 6 7 8 9 10 ...
##  $ UNITID           : int  100654 100663 100690 100706 100724 100751 100760 100812 100830 100858 ...
##  $ INSTNM_factor    : Factor w/ 7630 levels "A & W Healthcare Educators",..: 107 6823 255 6824 110 6557 1185 407 422 421 ...
##  $ STABBR_factor    : Factor w/ 59 levels "AK","AL","AR",..: 2 2 2 2 2 2 2 2 2 2 ...
##  $ PREDDEG_factor   : Factor w/ 5 levels "Associate's-degree",..: 2 2 2 2 2 2 1 2 2 2 ...
##  $ Control_factor   : Factor w/ 3 levels "Private For-profit",..: 3 3 2 3 3 3 3 3 3 3 ...
##  $ NPT4_COMBINE     : int  11726 15123 6927 11160 11029 18526 731 NA 11419 16284 ...
##  $ DEP_STAT_PCT_IND : num  0.158 0.33 0.907 0.378 0.181 ...
##  $ PAR_ED_PCT_1STGEN: num  0.37 0.346 0.496 0.325 0.404 ...
##  $ MD_FAMINC        : num  22681 35360 18410 33377 20445 ...
##  $ PCTPELL          : num  0.701 0.368 0.869 0.335 0.775 ...
##  $ PCTFLOAN         : num  0.793 0.553 0.968 0.479 0.816 ...
##  $ GRAD_DEBT_MDN    : num  30000 20500 20168 21500 31000 ...
##  $ WDRAW_DEBT_MDN   : num  10064 8650 5644 8306 9500 ...
##  $ APPL_SCH_PCT_GE2 : num  0.735 0.499 0.638 0.519 0.68 ...
##  $ MD_EARN_WNE_P6   : int  22000 33300 35200 35900 20300 33200 23800 33600 28300 36400 ...
##  $ MD_EARN_WNE_P10  : int  30300 39700 40100 45500 26600 41900 27500 39000 35000 45700 ...
##  $ RPY_3YR_RT_SUPP  : num  0.243 0.548 0.32 0.573 0.169 ...
##  $ CDR3             : num  0.165 0.07 0.075 0.084 0.19 0.082 0.259 0.078 0.137 0.064 ...

First of all, we remove useless columns and rename the row names as University ID. Then we drop all the instances with missing values.

#get rid of ID, university name and state columns, rename the rownames as the university ID. 
data.with.rownames <- data.frame(data_import[,-c(1:4)], row.names=data_import[,2])

data_nomissing <- na.omit(data.with.rownames)

str(data_nomissing)  #4528 * 15
## 'data.frame':    4528 obs. of  15 variables:
##  $ PREDDEG_factor   : Factor w/ 5 levels "Associate's-degree",..: 2 2 2 2 2 2 2 2 2 1 ...
##  $ Control_factor   : Factor w/ 3 levels "Private For-profit",..: 3 3 2 3 3 3 3 3 2 3 ...
##  $ NPT4_COMBINE     : int  11726 15123 6927 11160 11029 18526 11419 16284 22544 1190 ...
##  $ DEP_STAT_PCT_IND : num  0.158 0.33 0.907 0.378 0.181 ...
##  $ PAR_ED_PCT_1STGEN: num  0.37 0.346 0.496 0.325 0.404 ...
##  $ MD_FAMINC        : num  22681 35360 18410 33377 20445 ...
##  $ PCTPELL          : num  0.701 0.368 0.869 0.335 0.775 ...
##  $ PCTFLOAN         : num  0.793 0.553 0.968 0.479 0.816 ...
##  $ GRAD_DEBT_MDN    : num  30000 20500 20168 21500 31000 ...
##  $ WDRAW_DEBT_MDN   : num  10064 8650 5644 8306 9500 ...
##  $ APPL_SCH_PCT_GE2 : num  0.735 0.499 0.638 0.519 0.68 ...
##  $ MD_EARN_WNE_P6   : int  22000 33300 35200 35900 20300 33200 28300 36400 26600 21000 ...
##  $ MD_EARN_WNE_P10  : int  30300 39700 40100 45500 26600 41900 35000 45700 44200 26100 ...
##  $ RPY_3YR_RT_SUPP  : num  0.243 0.548 0.32 0.573 0.169 ...
##  $ CDR3             : num  0.165 0.07 0.075 0.084 0.19 0.082 0.137 0.064 0.091 0.254 ...
##  - attr(*, "na.action")=Class 'omit'  Named int [1:3265] 7 8 18 19 20 22 25 26 28 31 ...
##   .. ..- attr(*, "names")= chr [1:3265] "100760" "100812" "101240" "101277" ...

Now the data set has 4528 rows and 15 variables.

2.2 Testing and Training

After obtaining a clean data set, let’s split the complete data into training and testing set. The size of training and testing set has a ratio 2/3:1/3. Also, we export the training and testing set to two separate csv files for easier access in the future.

set.seed(2)

# Store row numbers for training set: index_train
index_train <- sample(1:nrow(data_nomissing), 2 / 3 * nrow(data_nomissing))

# Create training set: data_training
data_training <- data_nomissing[index_train, ]

write.csv(data_training, file = "Data_training.csv") 

# Create test set: data_testing
data_testing <- data_nomissing[-index_train, ]

write.csv(data_testing, file = "Data_testing.csv")

So now we can simply read the training and testing set without running preparationg code every time.

data_d = read.csv("Data_training.csv",
                   header = TRUE, na.strings = 'NA')#includes the row.names, just for testing
data_d2 = read.csv("Data_testing.csv",
                   header = TRUE, na.strings = 'NA')


data_training <- data.frame(data_d[,-1], row.names=data_d[,1])

data_testing <- data.frame(data_d2[,-1], row.names=data_d2[,1])

We see that there are 3018 rows and 15 variables in the training set. There are 1510 rows and 15 variables in the testing set.

Let’s take a look at the response variable to see if the data is biased. If a class of the response variable is extremely predomoninat, the prediction of the model would always tend to be that class, which may influence the predictive power of the model.

levels(data_training$Control_factor)
## [1] "Private For-profit" "Private Nonprofit"  "Public"
table(data_training$Control_factor) 
## 
## Private For-profit  Private Nonprofit             Public 
##               1387                700                931
prop.table(table(data_training$Control_factor))#check the existence of unbalanced data problem, 1391 vs 718 vs 909
## 
## Private For-profit  Private Nonprofit             Public 
##          0.4595759          0.2319417          0.3084824

From the table above, we see that 46% of schools belong to private for-profit institutions, 23.2% of schools are private non-profit and 30.8% of schools are public. As we can tell, the data set doesn’t have a serious bias problem.

3. Decision Tree Classification

Next, we start building a decision tree to classify the Control variable.

set.seed(2)
original_tree <- rpart(Control_factor ~ ., method = "class",
                          data = data_training,control = rpart.control(cp=0,minsplit = 0))

# can change the control to try, cp defaul 0.05;  different results 

The resulting tree is very large and subject to overfitting problem. So we want to alleviate the overfitting problem by controlling some parameters of the model.

We use Grid Search to help up find the best cp and minsplit that can yield the highest accuracy. For some reason, the implementation of Grid Search in R is only able to look for best cp parameter. Therefore we find the best cp number for each of a set of three minsplit numbers, and then compare accuracy of these three models to get the best parameter combination.

# prepare training scheme
control <- trainControl(method="repeatedcv", number=5)
# design the parameter tuning grid
grid <- expand.grid(cp = c(0.001,0.003,0.01))

# train the model
#minsplit =30
set.seed(42)

model1 <- train(Control_factor~., data=data_training, method="rpart", metric = 'Accuracy', trControl=control, tuneGrid=grid, minsplit=20)


model2 <- train(Control_factor~., data=data_training, method="rpart", trControl=control, tuneGrid=grid, minsplit=50)


model3 <- train(Control_factor~., data=data_training, method="rpart", trControl=control, tuneGrid=grid, minsplit=80)

Since we’ve found the best cp value for minsplit = 20, minsplit = 30 and minsplit = 40, let’s compare the accuracy of these three combination and choose the best parameters.

#best for minsplit = 20
model1$results[which.max(model1$results[,c('Accuracy')]),c('cp','Accuracy')]
##      cp  Accuracy
## 2 0.003 0.8724347
#best for minsplit =50
model2$results[which.max(model2$results[,c('Accuracy')]),c('cp','Accuracy')]
##      cp  Accuracy
## 1 0.001 0.8843684
#best for minsplit = 80
model3$results[which.max(model3$results[,c('Accuracy')]),c('cp','Accuracy')]
##      cp  Accuracy
## 2 0.003 0.8896643

We can see that the model with minsplit = 80 and cp = 0.003 gives the best result. After finding the best parameters, we also would like to prune the tree by looking at cross-validation error.

#the best result is cp = 0.001, minsplit = 70
tree1 <- rpart(Control_factor ~ ., method = "class",
                          data = data_training,control = rpart.control(cp=0.003,minsplit = 80))

tree1$cptable
##             CP nsplit rel error    xerror       xstd
## 1  0.343960760      0 1.0000000 1.0000000 0.01678617
## 2  0.229307174      1 0.6560392 0.6615573 0.01614307
## 3  0.061312078      2 0.4267321 0.4377682 0.01431452
## 4  0.043531576      3 0.3654200 0.3795218 0.01360025
## 5  0.026057633      4 0.3218884 0.3341508 0.01295677
## 6  0.011036174      6 0.2697731 0.2936849 0.01230794
## 7  0.010729614      7 0.2587370 0.2795831 0.01206309
## 8  0.008583691      9 0.2372777 0.2642551 0.01178483
## 9  0.007357449     10 0.2286941 0.2519926 0.01155255
## 10 0.006131208     12 0.2139792 0.2495402 0.01150501
## 11 0.003065604     13 0.2078479 0.2434090 0.01138453
## 12 0.003000000     14 0.2047823 0.2495402 0.01150501
bestcp <- tree1$cptable[which.min(tree1$cptable[,"xerror"]),
                                 "CP"]

tree1.pruned <- prune(tree1, cp = bestcp)
prp(tree1.pruned)

The tree is the best model we use for prediction. But we can see from the plot that this is a large tree with many nodes. Let’s try setting the maxdepth so that we will be able to visualize the top level of the tree.

tree2 <- rpart(Control_factor ~ ., method = "class",
                          data = data_training,control = rpart.control(cp=0.001,minsplit = 40, maxdepth = 3))

fancyRpartPlot(tree2, sub = 'Decision Tree Plot') #pretty one 

plotcp(tree2) #visualize the cross-validation results 

From the plot, we can tell Predominant Degree, Net Price (Net living cost), Financially Independent rate and Three-year Repayment rate are important variables to classify Control type. For each Control, we can create a profile for them.

Private for-profit: Predominant Degree is associate degree or certificate degree an with a Net Price greater than $9,949 or Predominant Degree is bachelor degree or graduate degree with a Three-year Repayment Rate less than 36% and percentage of financially indenpendent student more than 61%.

Public School:Predominant Degree is associate or certificate with net price less than $9,949 or

Predominant Degree is bachelor degree or graduate degree with three-year repayment rate over 36% and net price less than $15,000

Private non-profit: Predominant Degree is bachelor or graduate degree with a Three-year Repayment rate greater than 36% and Net Price greater than $15,000 or

Predominant Degree is bachelor or graduate degree, Three-year Repayment rate less than 36%, percentage of financially independent students less than 61%.

After having an understanding of how the tree look like, we also want to evaluate how well the tree performs in terms of prediction. The following code compare the predicted values against the true values on both training data and testing data.

#training error
pred_prune_train <- predict(tree1.pruned, newdata = data_training,  type = "class")
#testing error 
pred_prune_test <- predict(tree1.pruned, newdata = data_testing,  type = "class")

#matrix table of the original tree - train 
conf_matrix_train = table(data_training$Control_factor, pred_prune_train)

#matrix table of the original tree
conf_matrix_test = table(data_testing$Control_factor, pred_prune_test)

conf_matrix_train
##                     pred_prune_train
##                      Private For-profit Private Nonprofit Public
##   Private For-profit               1325                37     25
##   Private Nonprofit                  89               541     70
##   Public                             40                78    813
conf_matrix_test
##                     pred_prune_test
##                      Private For-profit Private Nonprofit Public
##   Private For-profit                637                24     18
##   Private Nonprofit                  32               313     44
##   Public                             32                42    368

The diagonal of the confusion matrix indicates the instances that are correctly classified. We see that for training and testing data, most instances are classified correctly.

We also calculate the overall accuracy.

#accuracy
acc_prune_training<- sum(diag(conf_matrix_train))/nrow(data_training)
acc_prune_training
## [1] 0.887674
acc_prune<- sum(diag(conf_matrix_test)) / nrow(data_testing)
acc_prune
## [1] 0.8728477

We see that the performance on training set is slightly better than testing set. Then we also want to compare this tree with the original tree (cp=0, minsplit = 0)

pred_original_train <- predict(original_tree, newdata = data_training,  type = "class")
#testing error 
pred_original_test <- predict(original_tree, newdata = data_testing,  type = "class")

#matrix table of the original tree - train 
conf_matrix_original_train = table(data_training$Control_factor, pred_original_train)

#matrix table of the original tree
conf_matrix_original_test = table(data_testing$Control_factor, pred_original_test)

#accuracy
acc_original_train<- sum(diag(conf_matrix_original_train)) / nrow(data_training)
acc_original_train
## [1] 1
acc_original_test<- sum(diag(conf_matrix_original_test)) /nrow(data_testing)
acc_original_test
## [1] 0.8807947

We see that the performance of the model increase after setting the constraint parameters, which prevent model from overfitting.

4. k-Nearest Neighbour Classification

data_k_d= read.csv("Data_training.csv",
                   header = TRUE, na.strings = 'NA')#includes the row.names, just for testing
data_k_d2 = read.csv("Data_testing.csv",
                   header = TRUE, na.strings = 'NA')

glimpse(data_k_d2 )
## Observations: 1,510
## Variables: 16
## $ X                 <int> 100663, 100724, 100858, 100937, 101189, 1014...
## $ PREDDEG_factor    <fctr> Bachelor's-degree, Bachelor's-degree, Bache...
## $ Control_factor    <fctr> Public, Public, Public, Private Nonprofit, ...
## $ NPT4_COMBINE      <int> 15123, 11029, 16284, 22544, 18500, 18650, 15...
## $ DEP_STAT_PCT_IND  <dbl> 0.33031333, 0.18082976, 0.10692168, 0.041666...
## $ PAR_ED_PCT_1STGEN <dbl> 0.3459119, 0.4035491, 0.1828058, 0.1683417, ...
## $ MD_FAMINC         <dbl> 35359.882, 20444.531, 75752.736, 75354.439, ...
## $ PCTPELL           <dbl> 0.3680, 0.7752, 0.1754, 0.2199, 0.7657, 0.41...
## $ PCTFLOAN          <dbl> 0.5529, 0.8157, 0.3714, 0.5103, 0.9334, 0.72...
## $ GRAD_DEBT_MDN     <dbl> 20500.0, 31000.0, 21500.0, 26495.0, 21250.0,...
## $ WDRAW_DEBT_MDN    <dbl> 8650.0, 9500.0, 11500.0, 8750.0, 8250.0, 687...
## $ APPL_SCH_PCT_GE2  <dbl> 0.4988675, 0.6795422, 0.3998179, 0.7132353, ...
## $ MD_EARN_WNE_P6    <int> 33300, 20300, 36400, 26600, 29100, 29900, 26...
## $ MD_EARN_WNE_P10   <int> 39700, 26600, 45700, 44200, 37200, 36500, 34...
## $ RPY_3YR_RT_SUPP   <dbl> 0.5484434, 0.1691579, 0.7348737, 0.7195946, ...
## $ CDR3              <dbl> 0.070, 0.190, 0.064, 0.091, 0.145, 0.140, 0....
glimpse(data_k_d)
## Observations: 3,018
## Variables: 16
## $ X                 <int> 150853, 364973, 220631, 146427, 456995, 4569...
## $ PREDDEG_factor    <fctr> Certificate-degree, Associate's-degree, Bac...
## $ Control_factor    <fctr> Private For-profit, Private For-profit, Pri...
## $ NPT4_COMBINE      <int> 12450, 16419, 11297, 20518, 17758, 17991, 16...
## $ DEP_STAT_PCT_IND  <dbl> 0.69430052, 0.66732143, 0.45778146, 0.027124...
## $ PAR_ED_PCT_1STGEN <dbl> 0.6341463, 0.4621681, 0.4657658, 0.2263056, ...
## $ MD_FAMINC         <dbl> 15234.757, 17900.888, 31661.414, 66943.368, ...
## $ PCTPELL           <dbl> 0.4400, 0.4899, 0.5164, 0.2746, 0.7342, 0.31...
## $ PCTFLOAN          <dbl> 0.4840, 0.6606, 0.8207, 0.6282, 0.8671, 0.67...
## $ GRAD_DEBT_MDN     <dbl> 15853.5, 11250.0, 17634.0, 26305.0, 17567.0,...
## $ WDRAW_DEBT_MDN    <dbl> 4750.0, 5524.0, 8250.0, 11969.0, 5500.0, 875...
## $ APPL_SCH_PCT_GE2  <dbl> 0.4300518, 0.3294643, 0.5951987, 0.8372514, ...
## $ MD_EARN_WNE_P6    <int> 13800, 26100, 31200, 27600, 23700, 38900, 14...
## $ MD_EARN_WNE_P10   <int> 14600, 29600, 36800, 41700, 22800, 48300, 17...
## $ RPY_3YR_RT_SUPP   <dbl> 0.16666667, 0.26340206, 0.55835010, 0.789598...
## $ CDR3              <dbl> 0.145, 0.289, 0.083, 0.061, 0.200, 0.038, 0....
data_training_k <- data.frame(data_k_d[,-1])

data_testing_k = data.frame(data_k_d2[,-1])

###data prep. training:
  # Create the dummy boolean variables using the model.matrix() function.
dummy_preddeg = model.matrix(~PREDDEG_factor-1, data_training_k)
dummy_control = model.matrix(~Control_factor-1, data_training_k)
  
#rename the coloumn names for dummay variables to make them more readable.
colnames(dummy_preddeg) <- gsub("PREDDEG_factor","",colnames(dummy_preddeg))
colnames(dummy_control) <- gsub("Control_factor","",colnames(dummy_control))
  
dummy_preddeg
##      Associate's-degree Bachelor's-degree Certificate-degree NotClassified
## 1                     0                 0                  1             0
## 2                     1                 0                  0             0
## 3                     0                 1                  0             0
## 4                     0                 1                  0             0
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## attr(,"assign")
## [1] 1 1 1
## attr(,"contrasts")
## attr(,"contrasts")$Control_factor
## [1] "contr.treatment"
#Combine the matrix back with the original dataframe.
data_combine_t= cbind(data_training_k, dummy_preddeg,dummy_control) 
data_combine_t
##          PREDDEG_factor     Control_factor NPT4_COMBINE DEP_STAT_PCT_IND
## 1    Certificate-degree Private For-profit        12450      0.694300518
## 2    Associate's-degree Private For-profit        16419      0.667321429
## 3     Bachelor's-degree  Private Nonprofit        11297      0.457781457
## 4     Bachelor's-degree  Private Nonprofit        20518      0.027124774
## 5    Associate's-degree Private For-profit        17758      0.734883721
## 6     Bachelor's-degree             Public        17991      0.153620942
## 7    Certificate-degree Private For-profit        16676      0.702020202
## 8    Associate's-degree Private For-profit        21221      0.733513514
## 9    Associate's-degree             Public        20028      0.153213677
## 10   Associate's-degree  Private Nonprofit        28494      0.450682261
## 11    Bachelor's-degree  Private Nonprofit        17586      0.288288288
## 12    Bachelor's-degree             Public         8568      0.234012147
## 13   Certificate-degree             Public        26753      0.812500000
## 14   Certificate-degree Private For-profit        11751      0.549689441
## 15    Bachelor's-degree  Private Nonprofit        18415      0.421453287
## 16    Bachelor's-degree Private For-profit        29684      0.912441774
## 17   Associate's-degree Private For-profit        25265      0.595358956
## 18   Associate's-degree Private For-profit        24041      0.865671642
## 19   Associate's-degree Private For-profit        10588      0.726235741
## 20   Certificate-degree             Public         6938      0.518968770
## 21    Bachelor's-degree  Private Nonprofit        20783      0.118674699
## 22   Associate's-degree  Private Nonprofit        36826      0.268271711
## 23   Certificate-degree Private For-profit        12449      0.838095238
## 24   Associate's-degree             Public         1668      0.509044863
## 25   Associate's-degree             Public         7714      0.354258121
## 26    Bachelor's-degree             Public        14041      0.204135610
## 27    Bachelor's-degree  Private Nonprofit        18434      0.480451128
## 28    Bachelor's-degree             Public        12276      0.780308104
## 29   Associate's-degree Private For-profit        25472      0.698585419
## 30    Bachelor's-degree             Public         9353      0.364901997
## 31   Certificate-degree Private For-profit        12052      0.600558659
## 32    Bachelor's-degree             Public        14290      0.161929783
## 33    Bachelor's-degree Private For-profit        18949      0.679560106
## 34    Bachelor's-degree Private For-profit        18463      0.917823663
## 35   Associate's-degree Private For-profit        18300      0.747619048
## 36    Bachelor's-degree             Public        16146      0.071019771
## 37    Bachelor's-degree Private For-profit        18294      0.917823663
## 38   Associate's-degree             Public         4412      0.475839476
## 39    Bachelor's-degree  Private Nonprofit        25282      0.054924242
## 40   Associate's-degree             Public         4298      0.481051345
## 41   Certificate-degree Private For-profit        20185      0.724003466
## 42   Certificate-degree Private For-profit        17391      0.734817814
## 43   Associate's-degree  Private Nonprofit        18360      0.058333333
## 44    Bachelor's-degree  Private Nonprofit        16409      0.180257511
## 45   Associate's-degree Private For-profit        25727      0.813112283
## 46    Bachelor's-degree Private For-profit        21024      0.679560106
## 47   Certificate-degree Private For-profit        17855      0.784159333
## 48   Certificate-degree Private For-profit        18688      0.646929825
## 49    Bachelor's-degree             Public        13920      0.500841279
## 50   Associate's-degree Private For-profit        20469      0.765962788
## 51    Bachelor's-degree             Public        10835      0.297306397
## 52    Bachelor's-degree Private For-profit        24447      0.782143490
## 53   Associate's-degree  Private Nonprofit         8041      0.527791943
## 54    Bachelor's-degree Private For-profit        29524      0.912441774
## 55    Bachelor's-degree  Private Nonprofit        32454      0.195382883
## 56   Associate's-degree Private For-profit        23009      0.788483530
## 57   Certificate-degree Private For-profit        27202      0.705645161
## 58   Associate's-degree Private For-profit        20821      0.765962788
## 59    Bachelor's-degree             Public        10401      0.378299120
## 60   Certificate-degree Private For-profit        20340      0.701968504
## 61   Associate's-degree Private For-profit        19334      0.716709781
## 62   Certificate-degree Private For-profit        13395      0.635294118
## 63   Associate's-degree             Public         8019      0.233789954
## 64   Associate's-degree             Public         9068      0.484059273
## 65    Bachelor's-degree Private For-profit        18892      0.917823663
## 66    Bachelor's-degree  Private Nonprofit        29585      0.351947098
## 67   Associate's-degree             Public         5192      0.447140381
## 68    Bachelor's-degree  Private Nonprofit        21816      0.871891327
## 69    Bachelor's-degree             Public        17216      0.208299320
## 70    Bachelor's-degree  Private Nonprofit        26352      0.488372093
## 71    Bachelor's-degree             Public        13370      0.178067318
## 72   Certificate-degree Private For-profit        18020      0.852701444
## 73   Certificate-degree  Private Nonprofit        12978      0.768010213
## 74    Bachelor's-degree             Public        15184      0.104705274
## 75   Certificate-degree Private For-profit        15724      0.625133120
## 76   Certificate-degree Private For-profit         4398      0.704081633
## 77    Bachelor's-degree  Private Nonprofit        22428      0.371299871
## 78   Certificate-degree Private For-profit        12230      0.450000000
## 79   Associate's-degree Private For-profit        11118      0.475836431
## 80    Bachelor's-degree  Private Nonprofit        17608      0.068825911
## 81    Bachelor's-degree  Private Nonprofit        18595      0.141463415
## 82   Certificate-degree             Public         8171      0.663130548
## 83    Bachelor's-degree  Private Nonprofit        15654      0.426484908
## 84    Bachelor's-degree  Private Nonprofit        29227      0.012626263
## 85    Bachelor's-degree  Private Nonprofit        17505      0.569473684
## 86   Associate's-degree Private For-profit        17282      0.788800203
## 87   Certificate-degree Private For-profit        18525      0.703146375
## 88    Bachelor's-degree             Public        10789      0.313115997
## 89   Certificate-degree Private For-profit        17900      0.563636364
## 90    Bachelor's-degree  Private Nonprofit        30654      0.214624038
## 91   Certificate-degree Private For-profit        12340      0.600907029
## 92    Bachelor's-degree             Public         5317      0.341739130
## 93   Associate's-degree             Public         4359      0.047477745
## 94   Certificate-degree Private For-profit        16479      0.544000000
## 95   Associate's-degree Private For-profit        14108      0.755919258
## 96    Bachelor's-degree             Public         9245      0.324675325
## 97    Bachelor's-degree  Private Nonprofit        28749      0.052822966
## 98   Certificate-degree             Public        10652      0.674566229
## 99    Bachelor's-degree  Private Nonprofit        13193      0.242245199
## 100   Bachelor's-degree  Private Nonprofit        15970      0.146532439
## 101  Certificate-degree Private For-profit        10404      0.406060606
## 102  Associate's-degree Private For-profit        14726      0.600747002
## 103   Bachelor's-degree Private For-profit        22156      0.679629630
## 104   Bachelor's-degree Private For-profit        23943      0.537545485
## 105   Bachelor's-degree  Private Nonprofit        23609      0.045865184
## 106  Associate's-degree             Public         8252      0.534350699
## 107  Certificate-degree Private For-profit        22206      0.611213802
## 108   Bachelor's-degree  Private Nonprofit        15389      0.268750000
## 109   Bachelor's-degree  Private Nonprofit        18000      0.178846154
## 110  Associate's-degree             Public         6551      0.574005305
## 111  Certificate-degree             Public         7537      0.573802541
## 112  Certificate-degree Private For-profit        19502      0.716709781
## 113  Certificate-degree Private For-profit        16222      0.620885357
## 114   Bachelor's-degree             Public        14003      0.113035382
## 115  Associate's-degree Private For-profit        19465      0.733513514
## 116  Certificate-degree Private For-profit        18981      0.737430168
## 117  Certificate-degree Private For-profit        19301      0.717775468
## 118  Certificate-degree Private For-profit        17432      0.745827538
## 119  Certificate-degree Private For-profit        12395      0.707773040
## 120   Bachelor's-degree  Private Nonprofit        13213      0.235955056
## 121   Bachelor's-degree             Public        10181      0.282721299
## 122   Bachelor's-degree             Public         8768      0.417496071
## 123  Certificate-degree Private For-profit        21860      0.804587156
## 124  Certificate-degree Private For-profit        19739      0.634612397
## 125  Certificate-degree Private For-profit        12752      0.752136752
## 126  Certificate-degree Private For-profit        18129      0.743019021
## 127   Bachelor's-degree  Private Nonprofit        20062      0.107227959
## 128  Certificate-degree Private For-profit        22195      0.588555858
## 129   Bachelor's-degree  Private Nonprofit         3705      0.347826087
## 130   Bachelor's-degree             Public        10026      0.283675799
## 131  Associate's-degree             Public        11495      0.407914764
## 132  Certificate-degree Private For-profit        19816      0.611213802
## 133  Certificate-degree Private For-profit         8907      0.618473896
## 134  Associate's-degree Private For-profit        23383      0.765962788
## 135  Certificate-degree Private For-profit        10900      0.354978355
## 136  Certificate-degree             Public         6981      0.753687316
## 137  Associate's-degree  Private Nonprofit        25153      0.577975376
## 138  Certificate-degree Private For-profit        21258      0.881922578
## 139   Bachelor's-degree  Private Nonprofit        22798      0.332906530
## 140  Associate's-degree             Public         6582      0.431761787
## 141   Bachelor's-degree  Private Nonprofit        19291      0.282227307
## 142   Bachelor's-degree  Private Nonprofit        27253      0.099901088
## 143   Bachelor's-degree             Public         5457      0.519274376
## 144  Associate's-degree             Public         4185      0.435549133
## 145  Associate's-degree             Public         8960      0.583333333
## 146   Bachelor's-degree             Public        11220      0.348324141
## 147   Bachelor's-degree  Private Nonprofit        25249      0.135054022
## 148   Bachelor's-degree  Private Nonprofit        19743      0.253086420
## 149  Certificate-degree             Public         7698      0.756563246
## 150   Bachelor's-degree  Private Nonprofit        31759      0.182072829
## 151  Associate's-degree             Public         6052      0.484375000
## 152  Certificate-degree Private For-profit        13555      0.634146342
## 153  Certificate-degree Private For-profit        14148      0.767500000
## 154  Associate's-degree Private For-profit        11936      0.755919258
## 155  Certificate-degree Private For-profit        22780      0.852701444
## 156   Bachelor's-degree  Private Nonprofit        29498      0.202247191
## 157  Associate's-degree Private For-profit        19976      0.688301887
## 158  Certificate-degree             Public         2807      0.472461274
## 159  Associate's-degree             Public         6171      0.465092749
## 160  Certificate-degree Private For-profit        21786      0.717319177
## 161  Certificate-degree Private For-profit        18481      0.634612397
## 162  Certificate-degree Private For-profit        17455      0.481927711
## 163  Certificate-degree             Public         4169      0.564819854
## 164  Certificate-degree Private For-profit         8553      0.672645740
## 165  Associate's-degree             Public         4650      0.574843810
## 166   Bachelor's-degree             Public        16579      0.053229241
## 167   Bachelor's-degree             Public        11156      0.312615385
## 168  Certificate-degree Private For-profit        21571      0.611213802
## 169  Associate's-degree             Public         4376      0.612590799
## 170   Bachelor's-degree             Public        18405      0.080929025
## 171  Certificate-degree Private For-profit        40019      0.711608222
## 172  Associate's-degree             Public         8231      0.596075778
## 173  Certificate-degree Private For-profit         9287      0.656626506
## 174  Certificate-degree Private For-profit        15402      0.667898497
## 175   Bachelor's-degree             Public         8031      0.421707742
## 176  Certificate-degree  Private Nonprofit        16951      0.227544910
## 177  Associate's-degree             Public         6566      0.582244656
## 178   Bachelor's-degree             Public        13386      0.319382365
## 179   Bachelor's-degree  Private Nonprofit        20980      0.482701812
## 180  Associate's-degree             Public         5245      0.419213974
## 181  Certificate-degree Private For-profit        14540      0.653528629
## 182  Certificate-degree Private For-profit        20752      0.611213802
## 183  Associate's-degree Private For-profit        23607      0.765962788
## 184   Bachelor's-degree Private For-profit        18999      0.917823663
## 185   Bachelor's-degree             Public        11402      0.355964678
## 186   Bachelor's-degree Private For-profit        19724      0.917823663
## 187   Bachelor's-degree             Public        21533      0.133208506
## 188  Associate's-degree Private For-profit        19129      0.788135593
## 189  Certificate-degree Private For-profit        26612      0.717775468
## 190  Certificate-degree             Public         4665      0.257799109
## 191  Certificate-degree Private For-profit        25518      0.630459337
## 192   Bachelor's-degree             Public         4715      0.377127127
## 193  Certificate-degree Private For-profit        16135      0.656828020
## 194  Associate's-degree             Public         7684      0.603414053
## 195  Certificate-degree Private For-profit        11835      0.711598746
## 196  Certificate-degree Private For-profit        15475      0.699275362
## 197   Bachelor's-degree  Private Nonprofit        15678      0.856745480
## 198  Certificate-degree  Private Nonprofit        13022      0.768010213
## 199  Certificate-degree Private For-profit        14506      0.687258687
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## 836   Bachelor's-degree  Private Nonprofit        31176      0.017910448
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## 1281 Certificate-degree Private For-profit        11900      0.641025641
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## 1285 Certificate-degree Private For-profit        15255      0.625000000
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## 1287 Certificate-degree Private For-profit        24079      0.731361304
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## 1292  Bachelor's-degree  Private Nonprofit        15234      0.152064451
## 1293 Certificate-degree  Private Nonprofit        11899      0.843530592
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## 1299 Certificate-degree  Private Nonprofit        27989      0.604166667
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## 1301  Bachelor's-degree  Private Nonprofit        31698      0.162991371
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## 1303 Associate's-degree Private For-profit        10879      0.778097983
## 1304 Associate's-degree             Public         6915      0.535573641
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## 1308 Certificate-degree             Public         7042      0.458810069
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## 1310 Certificate-degree Private For-profit        14179      0.788483530
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## 1312  Bachelor's-degree  Private Nonprofit        13438      0.484615385
## 1313  Bachelor's-degree  Private Nonprofit        18108      0.905393457
## 1314 Certificate-degree Private For-profit         4874      0.622857143
## 1315  Bachelor's-degree             Public        17910      0.130655586
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## 1317 Associate's-degree             Public         4115      0.417048055
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## 1320  Bachelor's-degree  Private Nonprofit        19360      0.294685990
## 1321 Associate's-degree Private For-profit        20440      0.765962788
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## 1331 Associate's-degree Private For-profit        18529      0.807816277
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## 1335 Certificate-degree Private For-profit        23260      0.611213802
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## 1337  Bachelor's-degree             Public        17566      0.100515464
## 1338 Associate's-degree             Public        12177      0.222582973
## 1339 Certificate-degree Private For-profit        20045      0.713347609
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## 1343 Associate's-degree             Public        13340      0.618544124
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## 1352 Certificate-degree Private For-profit        22349      0.734056988
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## 1355  Bachelor's-degree  Private Nonprofit        14567      0.362229102
## 1356  Bachelor's-degree             Public        14187      0.077844311
## 1357  Bachelor's-degree             Public        10943      0.334026046
## 1358 Associate's-degree Private For-profit        22528      0.765962788
## 1359 Certificate-degree  Private Nonprofit        38973      0.226299694
## 1360 Associate's-degree Private For-profit        21994      0.765962788
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## 1362 Associate's-degree             Public         4821      0.375931362
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## 1365  Bachelor's-degree Private For-profit        23066      0.105555556
## 1366 Certificate-degree             Public         6016      0.651747394
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## 1369 Associate's-degree             Public         6489      0.268049862
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## 1371 Associate's-degree Private For-profit        23736      0.765962788
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## 1373 Certificate-degree             Public         7010      0.659877800
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## 1376 Certificate-degree  Private Nonprofit        16427      0.707865169
## 1377 Associate's-degree Private For-profit        16500      0.831710709
## 1378  Bachelor's-degree  Private Nonprofit         8398      0.210958904
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## 1380 Certificate-degree Private For-profit        17744      0.703832753
## 1381 Associate's-degree  Private Nonprofit        12024      0.639449324
## 1382 Certificate-degree  Private Nonprofit        15449      0.768010213
## 1383  Bachelor's-degree  Private Nonprofit        14204      0.408560311
## 1384 Certificate-degree Private For-profit        12591      0.843030303
## 1385 Associate's-degree             Public         4329      0.424801730
## 1386 Certificate-degree Private For-profit        16072      0.512077295
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## 1388 Certificate-degree Private For-profit        18419      0.738246730
## 1389 Associate's-degree             Public         7185      0.401599236
## 1390 Certificate-degree Private For-profit        11960      0.744897959
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## 1392 Associate's-degree             Public         6703      0.458724737
## 1393  Bachelor's-degree  Private Nonprofit        16877      0.295057414
## 1394 Certificate-degree             Public        10127      0.333175131
## 1395 Certificate-degree Private For-profit        12413      0.711598746
## 1396 Certificate-degree             Public         5149      0.788527397
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## 1399 Certificate-degree  Private Nonprofit        13696      0.768010213
## 1400  Bachelor's-degree  Private Nonprofit        15026      0.198153409
## 1401 Certificate-degree Private For-profit        13076      0.649402390
## 1402  Bachelor's-degree  Private Nonprofit        30765      0.115209989
## 1403  Bachelor's-degree  Private Nonprofit        22133      0.049266247
## 1404  Bachelor's-degree             Public        13509      0.176445211
## 1405 Associate's-degree Private For-profit        22858      0.765962788
## 1406 Associate's-degree             Public         4578      0.329479769
## 1407 Certificate-degree             Public         6845      0.790345821
## 1408  Bachelor's-degree             Public        13991      0.312327325
## 1409  Bachelor's-degree             Public        19284      0.199888408
## 1410  Bachelor's-degree  Private Nonprofit        27423      0.358778626
## 1411  Bachelor's-degree  Private Nonprofit        18643      0.066929134
## 1412 Associate's-degree Private For-profit        25710      0.588126160
## 1413 Certificate-degree Private For-profit        16055      0.448051948
## 1414 Associate's-degree             Public        10834      0.358893472
## 1415 Certificate-degree  Private Nonprofit        13760      0.768010213
## 1416  Bachelor's-degree             Public        14688      0.765926236
## 1417  Bachelor's-degree  Private Nonprofit        20192      0.029933481
## 1418  Bachelor's-degree  Private Nonprofit        41798      0.110866373
## 1419  Bachelor's-degree             Public        14064      0.097960993
## 1420 Associate's-degree             Public         7570      0.684362669
## 1421  Bachelor's-degree             Public        11519      0.535881958
## 1422 Certificate-degree Private For-profit         6429      0.763440860
## 1423  Bachelor's-degree  Private Nonprofit        28088      0.096064043
## 1424 Certificate-degree Private For-profit        13576      0.614779874
## 1425 Associate's-degree             Public         9373      0.394658754
## 1426 Associate's-degree             Public        15204      0.101471431
## 1427  Bachelor's-degree  Private Nonprofit        27079      0.344370861
## 1428 Certificate-degree Private For-profit        17023      0.756215213
## 1429  Bachelor's-degree  Private Nonprofit        26485      0.057256991
## 1430  Bachelor's-degree             Public         8688      0.263907432
## 1431  Bachelor's-degree  Private Nonprofit        17970      0.109799292
## 1432  Bachelor's-degree Private For-profit        29523      0.912441774
## 1433 Associate's-degree  Private Nonprofit        22618      0.684971098
## 1434  Bachelor's-degree             Public        11519      0.118641286
## 1435  Bachelor's-degree  Private Nonprofit        18441      0.220698254
## 1436 Certificate-degree Private For-profit        11274      0.738035265
## 1437 Associate's-degree Private For-profit        21065      0.764925373
## 1438 Certificate-degree Private For-profit        19657      0.571428571
## 1439  Bachelor's-degree  Private Nonprofit        20086      0.191823899
## 1440  Bachelor's-degree  Private Nonprofit        21468      0.038369305
## 1441  Bachelor's-degree             Public         9915      0.443802184
## 1442 Certificate-degree Private For-profit        13501      0.606459330
## 1443 Certificate-degree Private For-profit        10206      0.582733813
## 1444  Bachelor's-degree  Private Nonprofit        11857      0.494193794
## 1445 Associate's-degree Private For-profit        18180      0.636856369
## 1446 Certificate-degree Private For-profit        25317      0.611213802
## 1447  Bachelor's-degree             Public        17002      0.294696665
## 1448  Bachelor's-degree Private For-profit        24239      0.481633772
## 1449  Bachelor's-degree             Public        19058      0.048628033
## 1450  Bachelor's-degree  Private Nonprofit        10297      0.354260090
## 1451 Certificate-degree Private For-profit        20045      0.644162033
## 1452 Certificate-degree Private For-profit        17110      0.621064232
## 1453 Associate's-degree Private For-profit        16718      0.636856369
## 1454  Bachelor's-degree Private For-profit        22733      0.782143490
## 1455  Bachelor's-degree             Public        10760      0.424005219
## 1456 Associate's-degree  Private Nonprofit        17800      0.834355828
## 1457 Associate's-degree Private For-profit        24044      0.807254223
## 1458 Certificate-degree Private For-profit        25959      0.680066307
## 1459 Certificate-degree Private For-profit        22295      0.876160991
## 1460 Certificate-degree Private For-profit         9003      0.664556962
## 1461 Associate's-degree Private For-profit        17165      0.636118598
## 1462  Bachelor's-degree Private For-profit        20103      0.917823663
## 1463 Certificate-degree Private For-profit        16572      0.670833333
## 1464 Associate's-degree Private For-profit        28708      0.864217375
## 1465 Certificate-degree Private For-profit         8025      0.755555556
## 1466 Associate's-degree             Public         7713      0.415263749
## 1467 Associate's-degree             Public         7032      0.580711111
## 1468 Associate's-degree  Private Nonprofit        16877      0.211778029
## 1469  Bachelor's-degree  Private Nonprofit        19216      0.360169491
## 1470  Bachelor's-degree  Private Nonprofit        24772      0.016077170
## 1471 Associate's-degree             Public         9241      0.668419735
## 1472 Certificate-degree Private For-profit         5362      0.327975673
## 1473  Bachelor's-degree             Public        17464      0.096309631
## 1474  Bachelor's-degree             Public        19981      0.105028337
## 1475 Associate's-degree Private For-profit        22400      0.799735450
## 1476  Bachelor's-degree  Private Nonprofit        14248      0.319173364
## 1477 Certificate-degree Private For-profit        15871      0.570945946
## 1478  Bachelor's-degree             Public        14211      0.347953216
## 1479  Bachelor's-degree             Public        16347      0.148845973
## 1480  Bachelor's-degree             Public        14810      0.133067199
## 1481  Bachelor's-degree  Private Nonprofit        33467      0.107899807
## 1482 Certificate-degree  Private Nonprofit        23427      0.653107345
## 1483 Associate's-degree             Public         6264      0.701716154
## 1484 Associate's-degree             Public         3608      0.505945946
## 1485  Bachelor's-degree             Public        14651      0.131807419
## 1486 Certificate-degree Private For-profit        13776      0.571098266
## 1487 Associate's-degree             Public         6518      0.469639469
## 1488  Bachelor's-degree  Private Nonprofit        21318      0.277280859
## 1489 Associate's-degree Private For-profit        20175      0.733513514
## 1490  Bachelor's-degree  Private Nonprofit        18593      0.193031359
## 1491 Associate's-degree Private For-profit        22329      0.765962788
## 1492  Bachelor's-degree  Private Nonprofit        12110      0.409763314
## 1493 Certificate-degree Private For-profit        17638      0.787939297
## 1494  Bachelor's-degree  Private Nonprofit        21695      0.365253078
## 1495 Associate's-degree             Public         4739      0.674148607
## 1496 Certificate-degree Private For-profit        11155      0.382352941
## 1497  Bachelor's-degree             Public        16707      0.101471431
## 1498 Certificate-degree Private For-profit        17041      0.646929825
## 1499 Associate's-degree Private For-profit        13400      0.145804677
## 1500  Bachelor's-degree  Private Nonprofit        29169      0.310173697
## 1501 Associate's-degree Private For-profit        19958      0.852701444
## 1502  Bachelor's-degree  Private Nonprofit        17138      0.173611111
## 1503  Bachelor's-degree  Private Nonprofit       -19360      0.154867257
## 1504 Associate's-degree             Public         7779      0.281493002
## 1505  Bachelor's-degree             Public         3956      0.528017241
## 1506 Certificate-degree Private For-profit        13584      0.694214876
## 1507 Certificate-degree Private For-profit        11254      0.582781457
## 1508  Bachelor's-degree Private For-profit        30169      0.912441774
## 1509  Bachelor's-degree  Private Nonprofit        19103      0.390131072
## 1510  Bachelor's-degree Private For-profit        15938      0.864217375
## 1511 Associate's-degree Private For-profit        20379      0.901823185
## 1512 Certificate-degree             Public         9947      0.588776449
## 1513 Certificate-degree Private For-profit        17771      0.850000000
## 1514 Associate's-degree Private For-profit        24058      0.765962788
## 1515 Certificate-degree Private For-profit        22804      0.723372781
## 1516 Certificate-degree             Public         6944      0.442271122
## 1517 Certificate-degree Private For-profit        25205      0.650485437
## 1518  Bachelor's-degree Private For-profit        19404      0.549520767
## 1519  Bachelor's-degree  Private Nonprofit        13869      0.758426966
## 1520 Certificate-degree Private For-profit        21720      0.597938144
## 1521  Bachelor's-degree             Public        16712      0.098246457
## 1522  Bachelor's-degree             Public        11419      0.345643154
## 1523 Associate's-degree Private For-profit        22516      0.372029251
## 1524 Certificate-degree Private For-profit         5239      0.327975673
## 1525  Bachelor's-degree  Private Nonprofit        15866      0.157953281
## 1526 Certificate-degree Private For-profit        19611      0.657320872
## 1527  Bachelor's-degree  Private Nonprofit        23019      0.468834688
## 1528  Bachelor's-degree             Public        15395      0.295147420
## 1529 Certificate-degree             Public         6473      0.761904762
## 1530 Certificate-degree             Public         8774      0.414882415
## 1531  Bachelor's-degree  Private Nonprofit        25106      0.459649123
## 1532 Associate's-degree             Public         6246      0.496025626
## 1533  Bachelor's-degree  Private Nonprofit        15147      0.293392070
## 1534 Certificate-degree  Private Nonprofit        21723      0.783068783
## 1535  Bachelor's-degree  Private Nonprofit        36846      0.040446841
## 1536 Certificate-degree             Public         8481      0.403871702
## 1537  Bachelor's-degree             Public        15910      0.171705274
## 1538 Associate's-degree Private For-profit        16459      0.888888889
## 1539 Certificate-degree Private For-profit        16015      0.662809567
## 1540 Associate's-degree Private For-profit        22849      0.795880150
## 1541 Certificate-degree Private For-profit        10993      0.594142259
## 1542  Bachelor's-degree  Private Nonprofit        11447      0.288617886
## 1543 Associate's-degree             Public        12100      0.429198245
## 1544 Certificate-degree             Public         7248      0.590978761
## 1545  Bachelor's-degree             Public        14147      0.291785782
## 1546 Certificate-degree Private For-profit        23947      0.795918367
## 1547 Certificate-degree  Private Nonprofit        15557      0.648717949
## 1548  Bachelor's-degree  Private Nonprofit        21705      0.230985915
## 1549  Bachelor's-degree             Public        12055      0.187717842
## 1550  Bachelor's-degree  Private Nonprofit        45752      0.066740823
## 1551  Bachelor's-degree             Public        17091      0.154542444
## 1552 Associate's-degree             Public        13851      0.380864436
## 1553 Certificate-degree Private For-profit        17865      0.763157895
## 1554 Certificate-degree             Public         6873      0.560648407
## 1555 Associate's-degree Private For-profit        20928      0.845025720
## 1556 Certificate-degree Private For-profit        28923      0.850000000
## 1557 Associate's-degree Private For-profit        21862      0.901823185
## 1558 Associate's-degree Private For-profit        19776      0.750000000
## 1559  Bachelor's-degree  Private Nonprofit        24707      0.563218391
## 1560 Associate's-degree Private For-profit        26645      0.773322422
## 1561 Associate's-degree             Public         8041      0.550068089
## 1562 Associate's-degree Private For-profit        23167      0.765962788
## 1563 Certificate-degree             Public         9526      0.571921028
## 1564 Certificate-degree Private For-profit        20610      0.611213802
## 1565 Certificate-degree Private For-profit        20224      0.642756184
## 1566  Bachelor's-degree             Public        13009      0.343705122
## 1567  Bachelor's-degree             Public        15779      0.042318634
## 1568 Associate's-degree  Private Nonprofit        18471      0.378378378
## 1569 Associate's-degree Private For-profit        20822      0.733513514
## 1570 Associate's-degree             Public        13268      0.376292212
## 1571  Bachelor's-degree  Private Nonprofit        20003      0.048571429
## 1572 Certificate-degree Private For-profit        18594      0.799735450
## 1573 Certificate-degree             Public         4248      0.530886303
## 1574 Certificate-degree Private For-profit        15419      0.581231080
## 1575 Certificate-degree  Private Nonprofit        19592      0.639639640
## 1576 Associate's-degree Private For-profit        11753      0.644162033
## 1577 Associate's-degree Private For-profit        22273      0.698585419
## 1578 Certificate-degree Private For-profit        20919      0.611213802
## 1579 Associate's-degree Private For-profit        30719      0.860273973
## 1580  Bachelor's-degree             Public        14965      0.328689371
## 1581 Certificate-degree Private For-profit        11420      0.707818930
## 1582 Associate's-degree             Public         9273      0.537957400
## 1583 Associate's-degree             Public         3996      0.372575251
## 1584  Bachelor's-degree             Public        13637      0.251087482
## 1585 Certificate-degree Private For-profit        26862      0.541814947
## 1586  Bachelor's-degree  Private Nonprofit        27155      0.087425150
## 1587 Certificate-degree Private For-profit        10016      0.662809567
## 1588 Associate's-degree  Private Nonprofit        19889      0.744199370
## 1589  Bachelor's-degree  Private Nonprofit        19184      0.280295047
## 1590 Associate's-degree             Public         4682      0.343007916
## 1591  Bachelor's-degree Private For-profit        14331      0.918263650
## 1592 Certificate-degree Private For-profit        13857      0.632368703
## 1593 Certificate-degree             Public        13551      0.597435897
## 1594  Bachelor's-degree Private For-profit        27479      0.679560106
## 1595  Bachelor's-degree  Private Nonprofit        28295      0.033670034
## 1596  Bachelor's-degree  Private Nonprofit        32480      0.825049702
## 1597 Associate's-degree Private For-profit        22484      0.765962788
## 1598 Associate's-degree             Public         4263      0.293017456
## 1599 Certificate-degree Private For-profit        13385      0.902483901
## 1600  Bachelor's-degree             Public        13832      0.253568430
## 1601 Certificate-degree             Public         4809      0.473581213
## 1602  Bachelor's-degree  Private Nonprofit         5147      0.251451268
## 1603  Bachelor's-degree  Private Nonprofit        12232      0.622047244
## 1604  Bachelor's-degree             Public        10670      0.498002663
## 1605  Bachelor's-degree  Private Nonprofit        26764      0.141182467
## 1606 Certificate-degree             Public         6102      0.579869805
## 1607  Bachelor's-degree Private For-profit        18489      0.917823663
## 1608 Certificate-degree Private For-profit        22959      0.781125498
## 1609  Bachelor's-degree  Private Nonprofit        14772      0.277061133
## 1610  Bachelor's-degree  Private Nonprofit        29111      0.464135021
## 1611 Certificate-degree Private For-profit        19102      0.423963134
## 1612 Associate's-degree Private For-profit         9717      0.802419355
## 1613 Certificate-degree Private For-profit        23672      0.867187500
## 1614 Associate's-degree             Public         8959      0.451967593
## 1615  Bachelor's-degree             Public        14554      0.330312558
## 1616  Bachelor's-degree  Private Nonprofit         4338      0.188675259
## 1617  Bachelor's-degree             Public        10345      0.286835628
## 1618 Certificate-degree Private For-profit        15824      0.802816901
## 1619 Associate's-degree             Public        11165      0.363994744
## 1620  Bachelor's-degree             Public         9186      0.301088091
## 1621  Bachelor's-degree             Public        13392      0.499391727
## 1622  Bachelor's-degree  Private Nonprofit        21811      0.055084746
## 1623 Certificate-degree Private For-profit        19843      0.835380835
## 1624  Bachelor's-degree  Private Nonprofit        21753      0.057268723
## 1625 Associate's-degree Private For-profit        31545      0.705128205
## 1626 Certificate-degree Private For-profit        25873      0.841509434
## 1627 Certificate-degree Private For-profit        14477      0.610921502
## 1628 Certificate-degree Private For-profit        17353      0.553205128
## 1629  Bachelor's-degree Private For-profit        19388      0.917823663
## 1630 Certificate-degree Private For-profit        16429      0.835943061
## 1631 Certificate-degree Private For-profit        13742      0.585131895
## 1632 Certificate-degree Private For-profit         9255      0.760273973
## 1633 Certificate-degree             Public         8198      0.520434842
## 1634  Bachelor's-degree Private For-profit        26295      0.716709781
## 1635 Certificate-degree Private For-profit        10899      0.600558659
## 1636 Associate's-degree             Public        10963      0.300577099
## 1637 Certificate-degree  Private Nonprofit        10022      0.654205608
## 1638 Associate's-degree             Public        20097      0.189702323
## 1639 Certificate-degree             Public         3856      0.503792415
## 1640 Certificate-degree Private For-profit        21924      0.611213802
## 1641 Certificate-degree             Public         7374      0.659793814
## 1642 Certificate-degree             Public        23576      0.650000000
## 1643  Bachelor's-degree  Private Nonprofit        18052      0.147299509
## 1644  Bachelor's-degree             Public        12673      0.466283525
## 1645  Bachelor's-degree             Public        13382      0.237558685
## 1646  Bachelor's-degree  Private Nonprofit        12194      0.343239227
## 1647 Certificate-degree Private For-profit        17959      0.497978739
## 1648 Certificate-degree             Public        15155      0.523414345
## 1649 Certificate-degree Private For-profit        24441      0.571358146
## 1650 Associate's-degree Private For-profit        15017      0.636856369
## 1651 Associate's-degree             Public         7663      0.250551065
## 1652  Bachelor's-degree             Public        20125      0.321383046
## 1653  Bachelor's-degree Private For-profit        19963      0.782143490
## 1654 Associate's-degree             Public        14133      0.220325203
## 1655 Certificate-degree  Private Nonprofit        13481      0.768010213
## 1656 Associate's-degree             Public         7556      0.436566279
## 1657  Bachelor's-degree  Private Nonprofit        25915      0.146778043
## 1658 Certificate-degree Private For-profit        21777      0.611213802
## 1659 Associate's-degree Private For-profit        12840      0.755919258
## 1660 Associate's-degree Private For-profit        15271      0.755919258
## 1661 Associate's-degree             Public         6518      0.259861886
## 1662 Certificate-degree             Public         4202      0.570295602
## 1663 Associate's-degree  Private Nonprofit         9816      0.407579273
## 1664  Bachelor's-degree  Private Nonprofit        29843      0.176396736
## 1665  Bachelor's-degree  Private Nonprofit        18257      0.493767977
## 1666 Certificate-degree Private For-profit        13368      0.788856305
## 1667  Bachelor's-degree             Public        13045      0.365168539
## 1668 Certificate-degree Private For-profit        18109      0.654450262
## 1669 Associate's-degree             Public         5636      0.379591210
## 1670 Associate's-degree             Public        12698      0.564786021
## 1671 Associate's-degree             Public         4336      0.358659218
## 1672  Bachelor's-degree             Public        18526      0.171911796
## 1673 Certificate-degree Private For-profit        18107      0.611785095
## 1674 Associate's-degree             Public         9774      0.566674647
## 1675 Certificate-degree Private For-profit        19787      0.377833959
## 1676  Bachelor's-degree  Private Nonprofit        18071      0.215930902
## 1677  Bachelor's-degree             Public        13687      0.143145840
## 1678  Bachelor's-degree Private For-profit        27822      0.487043189
## 1679 Associate's-degree Private For-profit        23799      0.816281628
## 1680  Bachelor's-degree  Private Nonprofit        18237      0.031195841
## 1681  Bachelor's-degree  Private Nonprofit        11508      0.308187673
## 1682  Bachelor's-degree  Private Nonprofit        26434      0.053179191
## 1683  Bachelor's-degree             Public        16620      0.155988858
## 1684 Certificate-degree  Private Nonprofit        27176      0.594594595
## 1685  Bachelor's-degree             Public        14471      0.189702323
## 1686 Certificate-degree Private For-profit        24954      0.864361702
## 1687 Certificate-degree Private For-profit        15787      0.670833333
## 1688 Associate's-degree             Public         5319      0.390874746
## 1689  Bachelor's-degree  Private Nonprofit        22613      0.184269663
## 1690  Bachelor's-degree Private For-profit        25504      0.460992908
## 1691 Associate's-degree             Public        10106      0.413384244
## 1692 Certificate-degree Private For-profit        23406      0.724235561
## 1693 Certificate-degree Private For-profit        18738      0.708703375
## 1694 Associate's-degree             Public         4053      0.534323771
## 1695 Associate's-degree             Public         4979      0.247476505
## 1696  Bachelor's-degree  Private Nonprofit        16083      0.440707201
## 1697 Certificate-degree Private For-profit        15104      0.702883263
## 1698 Certificate-degree Private For-profit        18424      0.615423643
## 1699  Bachelor's-degree Private For-profit        17969      0.679560106
## 1700  Bachelor's-degree  Private Nonprofit        25224      0.246894410
## 1701  Bachelor's-degree  Private Nonprofit        24139      0.303125000
## 1702 Associate's-degree Private For-profit        18457      0.842834646
## 1703 Associate's-degree Private For-profit        19757      0.788483530
## 1704  Bachelor's-degree  Private Nonprofit        21046      0.254298643
## 1705 Associate's-degree             Public         4211      0.584000000
## 1706  Bachelor's-degree Private For-profit        24884      0.612849162
## 1707  Bachelor's-degree Private For-profit        27828      0.864217375
## 1708  Bachelor's-degree             Public         6330      0.498102467
## 1709  Bachelor's-degree             Public        17224      0.410542902
## 1710 Associate's-degree             Public         5285      0.356388596
## 1711 Associate's-degree             Public         8053      0.453642384
## 1712 Certificate-degree Private For-profit        25061      0.736735871
## 1713 Certificate-degree Private For-profit        21273      0.676031082
## 1714 Certificate-degree Private For-profit        19284      0.305105105
## 1715 Certificate-degree Private For-profit        15389      0.730337079
## 1716  Bachelor's-degree  Private Nonprofit        23226      0.037500000
## 1717  Bachelor's-degree  Private Nonprofit        23557      0.243697479
## 1718  Bachelor's-degree  Private Nonprofit        13941      0.295918367
## 1719  Bachelor's-degree Private For-profit        26266      0.612849162
## 1720 Associate's-degree Private For-profit        17380      0.527741936
## 1721 Certificate-degree Private For-profit        23132      0.723372781
## 1722  Bachelor's-degree             Public        12192      0.457850369
## 1723 Certificate-degree Private For-profit        18331      0.628067827
## 1724 Associate's-degree             Public         8151      0.476875000
## 1725  Bachelor's-degree  Private Nonprofit        28226      0.328571429
## 1726 Certificate-degree Private For-profit        16799      0.497978739
## 1727  Bachelor's-degree  Private Nonprofit        17205      0.035993740
## 1728 Certificate-degree  Private Nonprofit        12480      0.768010213
## 1729 Certificate-degree Private For-profit        18329      0.738213399
## 1730  Bachelor's-degree  Private Nonprofit        23708      0.241085900
## 1731  Bachelor's-degree  Private Nonprofit        24592      0.052346570
## 1732 Certificate-degree Private For-profit        40367      0.535648995
## 1733 Associate's-degree             Public        10377      0.337401918
## 1734  Bachelor's-degree             Public        16090      0.172915501
## 1735 Certificate-degree Private For-profit        16817      0.738213399
## 1736 Certificate-degree Private For-profit        14430      0.534246575
## 1737  Bachelor's-degree  Private Nonprofit        19768      0.105405405
## 1738 Certificate-degree Private For-profit        14697      0.640074211
## 1739 Certificate-degree Private For-profit        14673      0.473924051
## 1740  Bachelor's-degree             Public         7965      0.328082021
## 1741  Bachelor's-degree  Private Nonprofit        15492      0.394557823
## 1742 Certificate-degree Private For-profit        16389      0.670833333
## 1743  Bachelor's-degree  Private Nonprofit        22146      0.422586521
## 1744  Bachelor's-degree  Private Nonprofit        19933      0.187633262
## 1745  Bachelor's-degree  Private Nonprofit        22764      0.015360983
## 1746  Bachelor's-degree             Public        11602      0.291262136
## 1747  Bachelor's-degree  Private Nonprofit        31282      0.784690954
## 1748  Bachelor's-degree             Public        13338      0.369325997
## 1749 Certificate-degree Private For-profit        25423      0.726653697
## 1750 Associate's-degree  Private Nonprofit        13856      0.066666667
## 1751 Certificate-degree Private For-profit        22251      0.611213802
## 1752 Certificate-degree Private For-profit        20474      0.829162656
## 1753 Certificate-degree Private For-profit        57245      0.535648995
## 1754 Associate's-degree             Public         4966      0.567669964
## 1755 Certificate-degree             Public        10039      0.723451327
## 1756  Bachelor's-degree  Private Nonprofit        23360      0.249147727
## 1757 Associate's-degree Private For-profit        21218      0.764925373
## 1758  Bachelor's-degree             Public        18242      0.124909298
## 1759  Bachelor's-degree             Public        11564      0.239748496
## 1760 Associate's-degree             Public        12408      0.588235294
## 1761  Bachelor's-degree             Public        14305      0.203904136
## 1762 Certificate-degree Private For-profit        12587      0.777202072
## 1763 Certificate-degree Private For-profit        18371      0.864522417
## 1764  Bachelor's-degree             Public        14006      0.154475382
## 1765 Associate's-degree Private For-profit        22703      0.765962788
## 1766 Certificate-degree Private For-profit        14018      0.401500938
## 1767  Bachelor's-degree  Private Nonprofit        13680      0.409090909
## 1768  Bachelor's-degree  Private Nonprofit        25621      0.045738046
## 1769 Associate's-degree             Public         5146      0.510618216
## 1770  Bachelor's-degree  Private Nonprofit        20235      0.298444130
## 1771 Certificate-degree Private For-profit        14831      0.613062840
## 1772 Associate's-degree             Public        10389      0.514392991
## 1773 Associate's-degree Private For-profit        18819      0.845025720
## 1774  Bachelor's-degree             Public         6552      0.312871581
## 1775 Associate's-degree             Public         7798      0.533608491
## 1776 Certificate-degree Private For-profit        13050      0.619246862
## 1777  Bachelor's-degree             Public         9712      0.354113656
## 1778 Associate's-degree Private For-profit        11962      0.587671233
## 1779 Certificate-degree Private For-profit        10056      0.540588760
## 1780  Bachelor's-degree             Public         5554      0.327069767
## 1781 Certificate-degree             Public        15452      0.700097134
## 1782 Certificate-degree Private For-profit        20116      0.881922578
## 1783 Certificate-degree Private For-profit        20426      0.611213802
## 1784 Associate's-degree             Public         6079      0.299017825
## 1785 Associate's-degree Private For-profit        18135      0.806261075
## 1786  Bachelor's-degree  Private Nonprofit        16697      0.298274445
## 1787 Associate's-degree             Public         9247      0.260551491
## 1788 Certificate-degree Private For-profit        16643      0.788483530
## 1789 Certificate-degree Private For-profit        16275      0.455223881
## 1790  Bachelor's-degree             Public        12684      0.226542250
## 1791  Bachelor's-degree             Public        11256      0.444967628
## 1792 Certificate-degree Private For-profit        10610      0.687960688
## 1793 Certificate-degree Private For-profit        15160      0.676320273
## 1794 Certificate-degree Private For-profit        13830      0.525252525
## 1795  Bachelor's-degree  Private Nonprofit        14926      0.319261214
## 1796  Bachelor's-degree  Private Nonprofit        20789      0.359009629
## 1797 Certificate-degree Private For-profit        31573      0.767804154
## 1798 Certificate-degree  Private Nonprofit        23640      0.796791444
## 1799  Bachelor's-degree  Private Nonprofit        25983      0.042117930
## 1800  Bachelor's-degree Private For-profit        18783      0.917823663
## 1801 Associate's-degree             Public         7359      0.305652759
## 1802 Certificate-degree Private For-profit        14535      0.666852368
## 1803 Associate's-degree  Private Nonprofit        20204      0.241050119
## 1804 Associate's-degree             Public         6034      0.495771670
## 1805 Certificate-degree Private For-profit        29789      0.602201258
## 1806  Bachelor's-degree             Public        11532      0.493160868
## 1807  Bachelor's-degree             Public        16402      0.055077453
## 1808  Bachelor's-degree             Public         9516      0.417306708
## 1809 Associate's-degree Private For-profit        31948      0.159816117
## 1810  Bachelor's-degree  Private Nonprofit        20450      0.071519796
## 1811 Certificate-degree Private For-profit        18675      0.611213802
## 1812 Certificate-degree Private For-profit        11146      0.663341646
## 1813  Bachelor's-degree             Public        16616      0.104890271
## 1814  Bachelor's-degree  Private Nonprofit        18790      0.407263294
## 1815 Associate's-degree Private For-profit        19931      0.804541809
## 1816  Bachelor's-degree             Public        12983      0.871428571
## 1817 Associate's-degree Private For-profit        21635      0.765962788
## 1818  Bachelor's-degree  Private Nonprofit        13731      0.349480969
## 1819 Certificate-degree Private For-profit        14472      0.600907029
## 1820 Associate's-degree             Public         6989      0.312416555
## 1821  Bachelor's-degree             Public        12538      0.252536640
## 1822 Associate's-degree Private For-profit        22044      0.765962788
## 1823 Certificate-degree Private For-profit        16822      0.766342142
## 1824 Associate's-degree Private For-profit        18970      0.558252427
## 1825  Bachelor's-degree  Private Nonprofit        22946      0.080000000
## 1826  Bachelor's-degree  Private Nonprofit        24609      0.104761905
## 1827  Bachelor's-degree  Private Nonprofit        34150      0.293523470
## 1828  Bachelor's-degree  Private Nonprofit        14636      0.489065606
## 1829 Certificate-degree Private For-profit        21857      0.795918367
## 1830 Certificate-degree Private For-profit        22220      0.611213802
## 1831 Associate's-degree             Public         7378      0.427249167
## 1832 Certificate-degree Private For-profit        17502      0.709677419
## 1833  Bachelor's-degree             Public        13555      0.134695291
## 1834 Associate's-degree             Public         6253      0.478187447
## 1835 Associate's-degree             Public         8493      0.391385768
## 1836  Bachelor's-degree  Private Nonprofit        17754      0.342672414
## 1837 Associate's-degree Private For-profit        10380      0.574912892
## 1838  Bachelor's-degree Private For-profit        26809      0.747415683
## 1839  Bachelor's-degree             Public        16569      0.131513940
## 1840 Associate's-degree Private For-profit        15443      0.172635445
## 1841 Certificate-degree Private For-profit        28094      0.804744525
## 1842  Bachelor's-degree             Public         8929      0.176899696
## 1843 Associate's-degree             Public         6824      0.664265706
## 1844 Associate's-degree Private For-profit        23387      0.765962788
## 1845  Bachelor's-degree  Private Nonprofit        21543      0.013793103
## 1846 Certificate-degree Private For-profit        12927      0.554878049
## 1847 Associate's-degree             Public        14042      0.497128271
## 1848 Associate's-degree             Public         4429      0.837224437
## 1849 Certificate-degree Private For-profit        24624      0.778757515
## 1850 Certificate-degree Private For-profit        20433      0.697047497
## 1851 Associate's-degree Private For-profit        13303      0.574912892
## 1852  Bachelor's-degree             Public         6317      0.252913753
## 1853 Certificate-degree             Public         8599      0.734824281
## 1854 Associate's-degree Private For-profit        24410      0.765962788
## 1855  Bachelor's-degree  Private Nonprofit        17867      0.284615385
## 1856 Associate's-degree             Public         5824      0.592757446
## 1857 Certificate-degree             Public         8151      0.769452450
## 1858 Certificate-degree Private For-profit        19505      0.634612397
## 1859 Associate's-degree             Public         6337      0.575545852
## 1860 Certificate-degree             Public         9647      0.658892128
## 1861  Bachelor's-degree             Public        13521      0.134805613
## 1862 Associate's-degree             Public         6605      0.532199547
## 1863  Bachelor's-degree Private For-profit        21716      0.901823185
## 1864  Bachelor's-degree  Private Nonprofit        28344      0.050922979
## 1865  Bachelor's-degree  Private Nonprofit        24629      0.030048077
## 1866 Certificate-degree Private For-profit        11473      0.654205608
## 1867 Certificate-degree Private For-profit        26556      0.742290749
## 1868 Certificate-degree Private For-profit        18264      0.732492114
## 1869  Bachelor's-degree  Private Nonprofit        27247      0.183618844
## 1870 Associate's-degree             Public        11456      0.276387378
## 1871 Associate's-degree Private For-profit         7395      0.566511628
## 1872 Certificate-degree Private For-profit        15453      0.642262895
## 1873 Associate's-degree             Public         7120      0.606917638
## 1874  Bachelor's-degree             Public        13021      0.203494347
## 1875 Associate's-degree             Public         5501      0.529017857
## 1876  Bachelor's-degree  Private Nonprofit        19099      0.255319149
## 1877 Certificate-degree Private For-profit        19320      0.730307076
## 1878 Associate's-degree             Public         5883      0.265592443
## 1879  Bachelor's-degree             Public         9966      0.338028169
## 1880 Associate's-degree  Private Nonprofit        22773      0.617466175
## 1881 Certificate-degree Private For-profit        11335      0.676113360
## 1882 Certificate-degree Private For-profit        21165      0.819875776
## 1883  Bachelor's-degree Private For-profit        25346      0.421433744
## 1884 Certificate-degree Private For-profit        20400      0.767500000
## 1885 Associate's-degree Private For-profit        25612      0.813112283
## 1886  Bachelor's-degree  Private Nonprofit        37809      0.325925926
## 1887 Certificate-degree Private For-profit        16900      0.671018277
## 1888  Bachelor's-degree Private For-profit        26020      0.782143490
## 1889 Certificate-degree Private For-profit        16893      0.772009029
## 1890  Bachelor's-degree  Private Nonprofit        35258      0.214285714
## 1891 Associate's-degree Private For-profit        24435      0.845025720
## 1892  Bachelor's-degree             Public        15113      0.126807347
## 1893 Certificate-degree Private For-profit        29448      0.747415683
## 1894 Associate's-degree Private For-profit        19032      0.918263650
## 1895 Certificate-degree Private For-profit        14590      0.674392312
## 1896 Associate's-degree             Public         6797      0.523249599
## 1897 Certificate-degree Private For-profit        15955      0.787939297
## 1898  Bachelor's-degree  Private Nonprofit        29337      0.101404741
## 1899 Certificate-degree Private For-profit        21272      0.611213802
## 1900  Bachelor's-degree             Public         6912      0.220808254
## 1901 Associate's-degree             Public         1971      0.397329484
## 1902  Bachelor's-degree  Private Nonprofit        25856      0.334905660
## 1903  Bachelor's-degree  Private Nonprofit        29863      0.842436975
## 1904 Certificate-degree Private For-profit        16833      0.338797814
## 1905 Associate's-degree             Public         3936      0.392121431
## 1906 Associate's-degree  Private Nonprofit        25293      0.146344052
## 1907 Certificate-degree Private For-profit        11896      0.686274510
## 1908 Associate's-degree             Public         7356      0.398490922
## 1909  Bachelor's-degree  Private Nonprofit        19015      0.440508628
## 1910 Certificate-degree             Public         2714      0.534112149
## 1911  Bachelor's-degree             Public        14473      0.212240869
## 1912 Associate's-degree Private For-profit        23218      0.765962788
## 1913  Bachelor's-degree  Private Nonprofit        29340      0.047151277
## 1914 Certificate-degree             Public         8627      0.568380213
## 1915 Associate's-degree             Public         6646      0.544271713
## 1916 Certificate-degree Private For-profit        14847      0.633196721
## 1917 Associate's-degree Private For-profit        13287      0.755919258
## 1918 Associate's-degree             Public        16558      0.311185309
## 1919 Certificate-degree Private For-profit        19907      0.689910979
## 1920 Associate's-degree Private For-profit        11978      0.750629723
## 1921 Associate's-degree Private For-profit        18476      0.673996978
## 1922  Bachelor's-degree  Private Nonprofit        22302      0.190739461
## 1923 Associate's-degree             Public         7000      0.394304491
## 1924 Certificate-degree Private For-profit        13895      0.576470588
## 1925  Bachelor's-degree  Private Nonprofit        18129      0.196825397
## 1926 Associate's-degree Private For-profit        20387      0.836389961
## 1927 Associate's-degree Private For-profit        12844      0.755919258
## 1928  Bachelor's-degree             Public        16502      0.192576759
## 1929 Associate's-degree Private For-profit        26023      0.595358956
## 1930 Certificate-degree Private For-profit         7511      0.672645740
## 1931 Certificate-degree Private For-profit        18411      0.676438654
## 1932 Associate's-degree             Public        11066      0.300577099
## 1933  Bachelor's-degree  Private Nonprofit        22771      0.271920089
## 1934 Certificate-degree Private For-profit        18029      0.745664740
## 1935 Associate's-degree             Public         7328      0.465721040
## 1936 Certificate-degree Private For-profit        11683      0.600000000
## 1937  Bachelor's-degree  Private Nonprofit        32218      0.090370370
## 1938 Certificate-degree Private For-profit        22651      0.611213802
## 1939  Bachelor's-degree             Public        13494      0.589633422
## 1940  Bachelor's-degree  Private Nonprofit        19467      0.468384075
## 1941  Bachelor's-degree  Private Nonprofit        16615      0.227544910
## 1942 Associate's-degree             Public         3059      0.370284834
## 1943  Bachelor's-degree             Public        17075      0.075012237
## 1944 Associate's-degree             Public         7314      0.375726555
## 1945  Bachelor's-degree  Private Nonprofit        20551      0.050583658
## 1946 Certificate-degree Private For-profit        22526      0.761904762
## 1947 Associate's-degree             Public         2900      0.351232609
## 1948 Certificate-degree Private For-profit        18148      0.621064232
## 1949 Certificate-degree             Public        10144      0.490716864
## 1950 Certificate-degree Private For-profit        11529      0.831649832
## 1951 Associate's-degree Private For-profit        21909      0.850036576
## 1952 Certificate-degree             Public         8225      0.735965849
## 1953 Associate's-degree Private For-profit        16105      0.842834646
## 1954 Certificate-degree Private For-profit        13501      0.788483530
## 1955 Certificate-degree Private For-profit        22693      0.611213802
## 1956 Associate's-degree Private For-profit        20128      0.754770992
## 1957 Certificate-degree Private For-profit        10672      0.731325301
## 1958  Bachelor's-degree Private For-profit        29524      0.912441774
## 1959 Certificate-degree             Public         5455      0.610849057
## 1960 Associate's-degree             Public         6876      0.515324195
## 1961  Bachelor's-degree  Private Nonprofit        20484      0.114545455
## 1962 Associate's-degree Private For-profit        12245      0.574912892
## 1963 Associate's-degree             Public         6537      0.482907299
## 1964  Bachelor's-degree             Public        15648      0.131996658
## 1965 Certificate-degree Private For-profit        20053      0.532311725
## 1966 Certificate-degree Private For-profit        20859      0.611213802
## 1967 Associate's-degree Private For-profit        15524      0.636856369
## 1968 Certificate-degree Private For-profit        18668      0.746229261
## 1969  Bachelor's-degree  Private Nonprofit        16534      0.215077605
## 1970 Associate's-degree Private For-profit        23890      0.765962788
## 1971 Associate's-degree             Public         3988      0.552434219
## 1972 Certificate-degree Private For-profit        25325      0.738246730
## 1973 Associate's-degree             Public         5535      0.843143493
## 1974 Associate's-degree Private For-profit        23436      0.765962788
## 1975 Associate's-degree             Public         6885      0.431835491
## 1976  Bachelor's-degree             Public        11725      0.090059172
## 1977 Certificate-degree Private For-profit        18221      0.675196850
## 1978 Associate's-degree Private For-profit        21514      0.765962788
## 1979 Certificate-degree Private For-profit        14343      0.509803922
## 1980 Associate's-degree             Public         7823      0.343714927
## 1981  Bachelor's-degree  Private Nonprofit        15252      0.394841270
## 1982  Bachelor's-degree  Private Nonprofit        21642      0.355486862
## 1983  Bachelor's-degree  Private Nonprofit        24103      0.107407407
## 1984 Certificate-degree Private For-profit        11382      0.783333333
## 1985  Bachelor's-degree             Public        11182      0.205995954
## 1986  Bachelor's-degree  Private Nonprofit        26311      0.151187905
## 1987  Bachelor's-degree             Public        18033      0.138453218
## 1988 Certificate-degree Private For-profit        15066      0.652723311
## 1989 Associate's-degree Private For-profit        20677      0.660547504
## 1990  Bachelor's-degree Private For-profit        15111      0.673996978
## 1991  Bachelor's-degree             Public         8660      0.287024301
## 1992 Certificate-degree Private For-profit         8460      0.722448980
## 1993 Certificate-degree Private For-profit        21725      0.896851879
## 1994  Bachelor's-degree  Private Nonprofit        27411      0.531862745
## 1995 Associate's-degree  Private Nonprofit        15426      0.484848485
## 1996 Associate's-degree Private For-profit        23834      0.765962788
## 1997 Associate's-degree             Public         9245      0.471456693
## 1998 Associate's-degree Private For-profit        19941      0.926367405
## 1999 Certificate-degree Private For-profit        19882      0.750573395
## 2000 Associate's-degree  Private Nonprofit        14655      0.136986301
## 2001  Bachelor's-degree             Public        15082      0.086582345
## 2002  Bachelor's-degree  Private Nonprofit        29761      0.134887974
## 2003 Certificate-degree Private For-profit        18197      0.553205128
## 2004 Certificate-degree Private For-profit        13689      0.507020281
## 2005 Certificate-degree Private For-profit        17928      0.788800203
## 2006 Certificate-degree Private For-profit        18953      0.764857881
## 2007 Associate's-degree             Public         4795      0.643392124
## 2008 Associate's-degree             Public         6417      0.432842481
## 2009  Bachelor's-degree             Public        12456      0.113612004
## 2010 Associate's-degree             Public        10756      0.490422078
## 2011 Certificate-degree             Public        19017      0.811188811
## 2012  Bachelor's-degree  Private Nonprofit        42971      0.131979695
## 2013 Associate's-degree             Public         8931      0.400138834
## 2014  Bachelor's-degree  Private Nonprofit        24779      0.019578313
## 2015 Certificate-degree             Public         4512      0.448584203
## 2016 Associate's-degree             Public         6851      0.473178543
## 2017  Bachelor's-degree  Private Nonprofit        27158      0.387570621
## 2018 Associate's-degree             Public         5210      0.488810365
## 2019 Certificate-degree             Public         4048      0.615130635
## 2020 Associate's-degree Private For-profit        19904      0.697989031
## 2021  Bachelor's-degree  Private Nonprofit        34530      0.035587189
## 2022  Bachelor's-degree             Public        15178      0.335372069
## 2023 Associate's-degree             Public         6922      0.567410281
## 2024  Bachelor's-degree             Public        10943      0.103334434
## 2025  Bachelor's-degree  Private Nonprofit        15407      0.209726444
## 2026  Bachelor's-degree  Private Nonprofit        20432      0.463130660
## 2027  Bachelor's-degree             Public        17351      0.098412698
## 2028 Certificate-degree Private For-profit        27919      0.657807309
## 2029  Bachelor's-degree  Private Nonprofit        28207      0.080539233
## 2030  Bachelor's-degree             Public        12152      0.270604060
## 2031  Bachelor's-degree             Public        15008      0.122635627
## 2032 Associate's-degree  Private Nonprofit        35215      0.516898608
## 2033  Bachelor's-degree  Private Nonprofit        19561      0.102209945
## 2034 Associate's-degree             Public        13800      0.450342466
## 2035  Bachelor's-degree  Private Nonprofit        24936      0.367384454
## 2036 Certificate-degree Private For-profit        18671      0.829639012
## 2037 Associate's-degree             Public         8127      0.542444311
## 2038 Certificate-degree             Public         9314      0.798245614
## 2039 Certificate-degree Private For-profit        12207      0.706004141
## 2040 Associate's-degree Private For-profit        23262      0.537545485
## 2041 Certificate-degree             Public         2863      0.261074458
## 2042  Bachelor's-degree             Public        16354      0.320017369
## 2043 Associate's-degree Private For-profit        23853      0.816281628
## 2044  Bachelor's-degree             Public        13711      0.266949153
## 2045  Bachelor's-degree  Private Nonprofit        20905      0.080309627
## 2046  Bachelor's-degree             Public        19451      0.300577099
## 2047 Certificate-degree Private For-profit        12887      0.405714286
## 2048 Certificate-degree Private For-profit        10057      0.554770318
## 2049  Bachelor's-degree             Public        13795      0.055577650
## 2050 Associate's-degree  Private Nonprofit         8450      0.427590716
## 2051  Bachelor's-degree             Public        15863      0.174454829
## 2052 Associate's-degree Private For-profit        23406      0.765962788
## 2053 Certificate-degree  Private Nonprofit        14238      0.768010213
## 2054  Bachelor's-degree  Private Nonprofit        22545      0.146344052
## 2055 Certificate-degree Private For-profit        12849      0.297542044
## 2056  Bachelor's-degree  Private Nonprofit        17490      0.541919806
## 2057 Associate's-degree Private For-profit        25409      0.824726135
## 2058 Associate's-degree Private For-profit        19862      0.918263650
## 2059  Bachelor's-degree Private For-profit        16080      0.527741936
## 2060  Bachelor's-degree  Private Nonprofit        22736      0.433600000
## 2061 Certificate-degree Private For-profit        17947      0.344186785
## 2062 Certificate-degree Private For-profit        11158      0.619246862
## 2063 Associate's-degree Private For-profit        17350      0.788483530
## 2064  Bachelor's-degree             Public         7149      0.286953505
## 2065 Associate's-degree Private For-profit        25509      0.698585419
## 2066 Associate's-degree Private For-profit        16521      0.636856369
## 2067 Associate's-degree Private For-profit        14765      0.752331606
## 2068  Bachelor's-degree  Private Nonprofit        18648      0.129429892
## 2069 Associate's-degree             Public         7269      0.617992944
## 2070 Associate's-degree             Public        12001      0.286026350
## 2071  Bachelor's-degree             Public        13703      0.099545368
## 2072 Certificate-degree Private For-profit        19730      0.621064232
## 2073 Certificate-degree Private For-profit        20035      0.678556786
## 2074 Certificate-degree Private For-profit        20471      0.662809567
## 2075  Bachelor's-degree Private For-profit        17899      0.917823663
## 2076  Bachelor's-degree  Private Nonprofit        16782      0.607101947
## 2077  Bachelor's-degree  Private Nonprofit        20663      0.279050737
## 2078 Associate's-degree Private For-profit        19274      0.716709781
## 2079 Certificate-degree Private For-profit        13957      0.635220126
## 2080 Certificate-degree Private For-profit        19342      0.688811189
## 2081  Bachelor's-degree             Public         7647      0.564663024
## 2082  Bachelor's-degree  Private Nonprofit        36133      0.110381077
## 2083  Bachelor's-degree  Private Nonprofit         9953      0.279874214
## 2084 Associate's-degree             Public         6806      0.621951219
## 2085 Associate's-degree Private For-profit        15183      0.647435897
## 2086 Associate's-degree  Private Nonprofit        10108      0.639449324
## 2087  Bachelor's-degree  Private Nonprofit        18296      0.243967828
## 2088  Bachelor's-degree  Private Nonprofit        40862      0.299852289
## 2089 Certificate-degree Private For-profit        22054      0.611213802
## 2090  Bachelor's-degree             Public        12749      0.263041881
## 2091 Certificate-degree Private For-profit        17726      0.737654321
## 2092 Certificate-degree Private For-profit        18407      0.756215213
## 2093  Bachelor's-degree Private For-profit        27185      0.807254223
## 2094 Certificate-degree Private For-profit        21872      0.764857881
## 2095 Certificate-degree             Public         6888      0.644290405
## 2096 Certificate-degree Private For-profit        13487      0.750573395
## 2097  Bachelor's-degree Private For-profit        29445      0.912441774
## 2098  Bachelor's-degree Private For-profit        18823      0.917823663
## 2099 Associate's-degree             Public         4778      0.421707742
## 2100 Certificate-degree Private For-profit        21545      0.784729879
## 2101  Bachelor's-degree  Private Nonprofit        21676      0.034285714
## 2102 Certificate-degree Private For-profit        26800      0.708029197
## 2103 Associate's-degree Private For-profit        22248      0.765962788
## 2104  Bachelor's-degree  Private Nonprofit        29525      0.196497223
## 2105 Associate's-degree Private For-profit        15945      0.807816277
## 2106 Certificate-degree Private For-profit        15192      0.660493827
## 2107 Certificate-degree Private For-profit        13456      0.705240175
## 2108 Certificate-degree Private For-profit        20480      0.695409429
## 2109 Associate's-degree Private For-profit        28197      0.679629630
## 2110 Certificate-degree Private For-profit        21907      0.795880150
## 2111 Associate's-degree Private For-profit        23700      0.765962788
## 2112 Certificate-degree Private For-profit        18503      0.840981857
## 2113 Certificate-degree             Public         5782      0.475055845
## 2114  Bachelor's-degree  Private Nonprofit        25590      0.135188867
## 2115 Certificate-degree Private For-profit        15502      0.545454546
## 2116 Associate's-degree Private For-profit        24360      0.375266524
## 2117 Associate's-degree             Public        11570      0.170774648
## 2118 Certificate-degree Private For-profit        21807      0.689688716
## 2119 Associate's-degree Private For-profit        18577      0.831710709
## 2120 Certificate-degree Private For-profit        16214      0.784159333
## 2121  Bachelor's-degree Private For-profit        20068      0.901823185
## 2122 Associate's-degree             Public         6807      0.281844844
## 2123  Bachelor's-degree             Public         7594      0.459579885
## 2124 Associate's-degree Private For-profit        23121      0.852701444
## 2125  Bachelor's-degree  Private Nonprofit        23117      0.089251440
## 2126 Associate's-degree             Public         2726      0.399272799
## 2127 Certificate-degree Private For-profit         6004      0.709677419
## 2128 Associate's-degree             Public         9992      0.371592539
## 2129 Associate's-degree             Public          564      0.469414894
## 2130 Certificate-degree Private For-profit        19052      0.707773040
## 2131  Bachelor's-degree  Private Nonprofit        26219      0.113029827
## 2132  Bachelor's-degree Private For-profit        18736      0.917823663
## 2133 Certificate-degree             Public         6812      0.616892911
## 2134 Associate's-degree Private For-profit        19515      0.803697717
## 2135  Bachelor's-degree             Public        23674      0.069580588
## 2136  Bachelor's-degree             Public         7840      0.309158353
## 2137 Certificate-degree Private For-profit        21264      0.690983607
## 2138 Certificate-degree             Public         7075      0.398203593
## 2139 Certificate-degree Private For-profit        18032      0.701968504
## 2140 Certificate-degree Private For-profit        24818      0.554755043
## 2141 Associate's-degree Private For-profit        19794      0.804541809
## 2142 Associate's-degree Private For-profit        20086      0.440758294
## 2143 Certificate-degree Private For-profit        21083      0.611213802
## 2144 Certificate-degree Private For-profit        18310      0.739495798
## 2145 Certificate-degree  Private Nonprofit        22779      0.397894737
## 2146 Associate's-degree             Public         3800      0.567718738
## 2147  Bachelor's-degree Private For-profit        19714      0.917823663
## 2148 Associate's-degree Private For-profit        27224      0.415349887
## 2149 Associate's-degree             Public         5708      0.427603649
## 2150 Associate's-degree Private For-profit        11039      0.574561403
## 2151  Bachelor's-degree  Private Nonprofit        16946      0.102333932
## 2152 Certificate-degree Private For-profit        23033      0.740354767
## 2153 Associate's-degree             Public        13878      0.671989721
## 2154  Bachelor's-degree             Public        12068      0.088414634
## 2155 Certificate-degree Private For-profit        22721      0.844504021
## 2156 Certificate-degree Private For-profit        21453      0.770707430
## 2157  Bachelor's-degree  Private Nonprofit        21369      0.419515670
## 2158 Associate's-degree             Public        11139      0.444059352
## 2159  Bachelor's-degree  Private Nonprofit        16945      0.440707201
## 2160  Bachelor's-degree  Private Nonprofit        17312      0.612968592
## 2161 Associate's-degree             Public         5178      0.575290310
## 2162  Bachelor's-degree             Public        13367      0.188990417
## 2163  Bachelor's-degree  Private Nonprofit        12762      0.220450281
## 2164 Associate's-degree Private For-profit        20805      0.901823185
## 2165 Associate's-degree Private For-profit        17891      0.753363229
## 2166 Certificate-degree Private For-profit        14830      0.616842105
## 2167  Bachelor's-degree  Private Nonprofit        18712      0.379146919
## 2168  Bachelor's-degree  Private Nonprofit        21937      0.472061657
## 2169 Associate's-degree             Public         6155      0.556957462
## 2170 Certificate-degree Private For-profit        21289      0.769218372
## 2171 Certificate-degree Private For-profit        23632      0.795880150
## 2172 Certificate-degree Private For-profit        11711      0.715639810
## 2173 Certificate-degree Private For-profit        19231      0.734817814
## 2174  Bachelor's-degree             Public        15789      0.282351428
## 2175 Associate's-degree             Public         1879      0.441480675
## 2176 Certificate-degree             Public         8884      0.684943280
## 2177 Certificate-degree Private For-profit         8440      0.793002916
## 2178  Bachelor's-degree  Private Nonprofit        23337      0.218492717
## 2179 Associate's-degree             Public         5502      0.539915966
## 2180 Certificate-degree  Private Nonprofit        14363      0.850299401
## 2181 Certificate-degree Private For-profit        16711      0.674392312
## 2182  Bachelor's-degree  Private Nonprofit        22330      0.161421911
## 2183 Associate's-degree Private For-profit        18783      0.451515151
## 2184  Bachelor's-degree Private For-profit        29603      0.833544815
## 2185  Bachelor's-degree             Public         8393      0.237668161
## 2186  Bachelor's-degree  Private Nonprofit        20858      0.276822277
## 2187 Associate's-degree Private For-profit        19476      0.649904519
## 2188 Certificate-degree Private For-profit        16629      0.788800203
## 2189 Certificate-degree Private For-profit        17305      0.782493369
## 2190 Associate's-degree Private For-profit        25463      0.678556786
## 2191  Bachelor's-degree             Public        11901      0.275827075
## 2192  Bachelor's-degree             Public         9774      0.352535931
## 2193  Bachelor's-degree  Private Nonprofit        22506      0.150188679
## 2194  Bachelor's-degree  Private Nonprofit        21253      0.155056180
## 2195 Associate's-degree Private For-profit        18944      0.636856369
## 2196 Certificate-degree             Public        16097      0.882096070
## 2197  Bachelor's-degree Private For-profit        18041      0.917823663
## 2198 Certificate-degree             Public        10326      0.711956522
## 2199 Associate's-degree Private For-profit        20745      0.838751626
## 2200 Certificate-degree Private For-profit        22575      0.611213802
## 2201  Bachelor's-degree  Private Nonprofit        19693      0.385110294
## 2202  Bachelor's-degree  Private Nonprofit        10715      0.432892249
## 2203  Bachelor's-degree Private For-profit        18620      0.917823663
## 2204 Certificate-degree Private For-profit        19986      0.611213802
## 2205 Certificate-degree Private For-profit        10381      0.739864865
## 2206  Bachelor's-degree  Private Nonprofit        17052      0.054514480
## 2207  Bachelor's-degree  Private Nonprofit        22977      0.029950083
## 2208 Associate's-degree Private For-profit        28435      0.499070056
## 2209 Associate's-degree Private For-profit        22551      0.718715393
## 2210 Associate's-degree             Public         8360      0.402234637
## 2211 Certificate-degree Private For-profit        23234      0.795880150
## 2212 Certificate-degree  Private Nonprofit        11194      0.616197183
## 2213 Certificate-degree Private For-profit        19614      0.727774550
## 2214  Bachelor's-degree  Private Nonprofit        16172      0.103539823
## 2215 Certificate-degree Private For-profit         7420      0.621867882
## 2216 Associate's-degree Private For-profit        15505      0.172635445
## 2217  Bachelor's-degree Private For-profit        18207      0.917823663
## 2218  Bachelor's-degree  Private Nonprofit         4310      0.180918092
## 2219 Associate's-degree Private For-profit        14489      0.882653061
## 2220  Bachelor's-degree             Public        11837      0.332474227
## 2221  Bachelor's-degree  Private Nonprofit        31106      0.036702428
## 2222 Associate's-degree             Public        11879      0.509843856
## 2223 Associate's-degree             Public         8238      0.492186029
## 2224 Certificate-degree Private For-profit        17542      0.678892485
## 2225  Bachelor's-degree  Private Nonprofit        15196      0.198752228
## 2226 Certificate-degree Private For-profit        15718      0.594410361
## 2227  Bachelor's-degree  Private Nonprofit        17921      0.109930527
## 2228 Associate's-degree             Public         7684      0.479200652
## 2229 Certificate-degree  Private Nonprofit        14825      0.768010213
## 2230  Bachelor's-degree  Private Nonprofit         9798      0.184887460
## 2231  Bachelor's-degree  Private Nonprofit        18120      0.028436019
## 2232  Bachelor's-degree  Private Nonprofit        23131      0.788114754
## 2233 Certificate-degree Private For-profit        12586      0.471345029
## 2234  Bachelor's-degree             Public        16160      0.172036824
## 2235  Bachelor's-degree  Private Nonprofit        29084      0.040706605
## 2236  Bachelor's-degree  Private Nonprofit        21467      0.020629750
## 2237  Bachelor's-degree  Private Nonprofit        16001      0.754249636
## 2238  Bachelor's-degree  Private Nonprofit        16303      0.393897365
## 2239 Certificate-degree Private For-profit        17706      0.592592593
## 2240 Associate's-degree             Public         6769      0.537755102
## 2241 Associate's-degree Private For-profit         9325      0.587671233
## 2242  Bachelor's-degree  Private Nonprofit        19714      0.103280680
## 2243  Bachelor's-degree             Public        10236      0.081215745
## 2244 Certificate-degree             Public        10418      0.446447508
## 2245  Bachelor's-degree  Private Nonprofit        24155      0.145806452
## 2246 Associate's-degree  Private Nonprofit        11940      0.649122807
## 2247  Bachelor's-degree  Private Nonprofit        18686      0.121818182
## 2248  Bachelor's-degree Private For-profit        18727      0.917823663
## 2249 Certificate-degree Private For-profit        15133      0.654450262
## 2250 Associate's-degree             Public         7427      0.347329800
## 2251 Certificate-degree Private For-profit        19756      0.803697717
## 2252 Associate's-degree Private For-profit        26087      0.080459770
## 2253  Bachelor's-degree Private For-profit        18966      0.917823663
## 2254 Certificate-degree             Public         5653      0.752420064
## 2255 Certificate-degree Private For-profit        16471      0.767575323
## 2256 Certificate-degree Private For-profit        24991      0.743589744
## 2257 Certificate-degree Private For-profit        13897      0.649402390
## 2258 Certificate-degree Private For-profit        18703      0.666852368
## 2259 Associate's-degree             Public         9381      0.613061798
## 2260 Associate's-degree Private For-profit        22947      0.765962788
## 2261  Bachelor's-degree             Public        11481      0.218021873
## 2262 Associate's-degree             Public         5913      0.450406504
## 2263 Associate's-degree Private For-profit        24145      0.672390110
## 2264 Associate's-degree Private For-profit        13420      0.638132296
## 2265 Certificate-degree Private For-profit        16651      0.702883263
## 2266 Associate's-degree             Public         7038      0.664265706
## 2267  Bachelor's-degree  Private Nonprofit        16569      0.137019231
## 2268  Bachelor's-degree Private For-profit        19809      0.917823663
## 2269  Bachelor's-degree  Private Nonprofit        12860      0.024311183
## 2270 Certificate-degree Private For-profit        11110      0.401500938
## 2271 Certificate-degree Private For-profit        19913      0.698837209
## 2272  Bachelor's-degree  Private Nonprofit        14442      0.439670932
## 2273 Certificate-degree Private For-profit        11167      0.439490446
## 2274 Certificate-degree Private For-profit        25128      0.795100223
## 2275 Certificate-degree Private For-profit         8003      0.618473896
## 2276 Associate's-degree Private For-profit        30734      0.219339623
## 2277 Certificate-degree Private For-profit        19064      0.709821429
## 2278 Certificate-degree Private For-profit        22070      0.795006570
## 2279  Bachelor's-degree  Private Nonprofit        16419      0.842391304
## 2280 Associate's-degree             Public         4148      0.342349958
## 2281 Certificate-degree Private For-profit        17891      0.497978739
## 2282 Associate's-degree Private For-profit        22379      0.765962788
## 2283  Bachelor's-degree  Private Nonprofit        11550      0.334289813
## 2284 Certificate-degree Private For-profit         9448      0.625698324
## 2285  Bachelor's-degree             Public        16237      0.149565217
## 2286 Certificate-degree Private For-profit        13848      0.877616747
## 2287  Bachelor's-degree  Private Nonprofit        16836      0.092352092
## 2288 Certificate-degree             Public         4184      0.599281285
## 2289  Bachelor's-degree  Private Nonprofit        28018      0.137459283
## 2290 Associate's-degree Private For-profit        26931      0.807254223
## 2291  Bachelor's-degree             Public        11726      0.157669237
## 2292  Bachelor's-degree  Private Nonprofit        19509      0.871698113
## 2293 Certificate-degree Private For-profit        13631      0.598039216
## 2294  Bachelor's-degree Private For-profit        19823      0.926367405
## 2295 Certificate-degree Private For-profit        18439      0.651162791
## 2296  Bachelor's-degree  Private Nonprofit        24739      0.072866065
## 2297  Bachelor's-degree  Private Nonprofit        12489      0.391162030
## 2298 Certificate-degree             Public         6295      0.535881958
## 2299  Bachelor's-degree             Public        17292      0.379335002
## 2300 Certificate-degree             Public         5495      0.610734060
## 2301 Associate's-degree Private For-profit        22598      0.765962788
## 2302 Associate's-degree Private For-profit         9593      0.757018393
## 2303 Associate's-degree             Public         7059      0.620521173
## 2304 Associate's-degree             Public         5841      0.465806452
## 2305 Associate's-degree Private For-profit        23454      0.649168936
## 2306 Certificate-degree Private For-profit        26118      0.723559446
## 2307 Certificate-degree Private For-profit         9527      0.652941177
## 2308 Associate's-degree             Public        10112      0.603123748
## 2309 Associate's-degree             Public         5084      0.452227243
## 2310 Associate's-degree             Public         5868      0.492011619
## 2311  Bachelor's-degree  Private Nonprofit        25320      0.557853274
## 2312 Associate's-degree             Public         6290      0.646110057
## 2313  Bachelor's-degree Private For-profit        25282      0.368625464
## 2314  Bachelor's-degree             Public         7351      0.335117057
## 2315 Certificate-degree Private For-profit        13049      0.685534591
## 2316 Certificate-degree Private For-profit        18297      0.833085686
## 2317 Certificate-degree Private For-profit        22482      0.611213802
## 2318  Bachelor's-degree  Private Nonprofit        17435      0.512195122
## 2319  Bachelor's-degree  Private Nonprofit        16254      0.757438551
## 2320  Bachelor's-degree Private For-profit        18016      0.917823663
## 2321  Bachelor's-degree  Private Nonprofit         8770      0.403739612
## 2322 Associate's-degree             Public         8506      0.677524430
## 2323 Associate's-degree  Private Nonprofit        27374      0.812500000
## 2324 Certificate-degree             Public         9121      0.475796930
## 2325 Certificate-degree Private For-profit        13912      0.636994220
## 2326 Associate's-degree             Public         8951      0.629084215
## 2327  Bachelor's-degree Private For-profit        34614      0.393750000
## 2328  Bachelor's-degree  Private Nonprofit        24076      0.890109890
## 2329 Certificate-degree             Public         8881      0.675920680
## 2330  Bachelor's-degree             Public        10415      0.199062234
## 2331  Bachelor's-degree             Public         5758      0.108571429
## 2332  Bachelor's-degree Private For-profit        19533      0.917823663
## 2333 Associate's-degree Private For-profit        15191      0.215053763
## 2334 Associate's-degree Private For-profit        19017      0.804541809
## 2335 Certificate-degree Private For-profit        22096      0.896851879
## 2336 Associate's-degree             Public         5135      0.686282994
## 2337 Associate's-degree Private For-profit        37413      0.848587571
## 2338 Associate's-degree             Public         7721      0.577761628
## 2339  Bachelor's-degree             Public        12604      0.201704545
## 2340 Certificate-degree             Public         7067      0.644507846
## 2341  Bachelor's-degree  Private Nonprofit        24594      0.085585586
## 2342 Associate's-degree  Private Nonprofit        30546      0.747599451
## 2343  Bachelor's-degree  Private Nonprofit        22757      0.062404871
## 2344  Bachelor's-degree  Private Nonprofit        20833      0.221705426
## 2345  Bachelor's-degree             Public        13166      0.414939242
## 2346  Bachelor's-degree             Public        16056      0.159396810
## 2347 Certificate-degree             Public         6331      0.638652050
## 2348 Certificate-degree Private For-profit        18830      0.720246238
## 2349 Certificate-degree Private For-profit        28903      0.857558140
## 2350 Associate's-degree             Public         6238      0.517643711
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## 2352 Certificate-degree Private For-profit        10446      0.542662116
## 2353  Bachelor's-degree Private For-profit        19514      0.673996978
## 2354 Certificate-degree Private For-profit        20687      0.611213802
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## 2356 Certificate-degree Private For-profit        19617      0.509589041
## 2357 Certificate-degree             Public        13176      0.711840228
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## 2359 Associate's-degree             Public         6470      0.570448878
## 2360 Certificate-degree Private For-profit        13016      0.434210526
## 2361 Certificate-degree             Public        11896      0.797385621
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## 2363 Certificate-degree Private For-profit        14708      0.646929825
## 2364 Associate's-degree             Public        10424      0.567272727
## 2365  Bachelor's-degree             Public        11140      0.122329010
## 2366  Bachelor's-degree  Private Nonprofit        10566      0.623511905
## 2367 Certificate-degree Private For-profit        22759      0.751373626
## 2368  Bachelor's-degree Private For-profit        23736      0.807254223
## 2369 Associate's-degree Private For-profit        19967      0.673647469
## 2370 Associate's-degree Private For-profit        23856      0.772988506
## 2371 Certificate-degree Private For-profit        14513      0.541935484
## 2372 Certificate-degree Private For-profit        23632      0.742487981
## 2373 Certificate-degree Private For-profit        11294      0.474747475
## 2374 Associate's-degree Private For-profit        22190      0.806261075
## 2375  Bachelor's-degree Private For-profit        18335      0.917823663
## 2376 Certificate-degree Private For-profit        31367      0.407970228
## 2377  Bachelor's-degree             Public        12634      0.110549835
## 2378  Bachelor's-degree  Private Nonprofit        28184      0.007262823
## 2379  Bachelor's-degree  Private Nonprofit        14354      0.489270386
## 2380  Bachelor's-degree             Public        12603      0.365448162
## 2381 Associate's-degree Private For-profit        18194      0.639943343
## 2382  Bachelor's-degree Private For-profit        18345      0.917823663
## 2383 Certificate-degree Private For-profit        17475      0.671729544
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## 2385 Associate's-degree             Public         1805      0.370433174
## 2386 Certificate-degree Private For-profit        11483      0.502617801
## 2387  Bachelor's-degree  Private Nonprofit        19222      0.453947368
## 2388  Bachelor's-degree  Private Nonprofit        27503      0.056842105
## 2389  Bachelor's-degree  Private Nonprofit        23527      0.288194444
## 2390  Bachelor's-degree             Public        13932      0.141030571
## 2391 Associate's-degree  Private Nonprofit        16853      0.331606218
## 2392 Associate's-degree             Public         4516      0.587063497
## 2393 Associate's-degree Private For-profit        27729      0.679560106
## 2394 Associate's-degree             Public         4867      0.480975030
## 2395  Bachelor's-degree             Public        17680      0.145776031
## 2396 Associate's-degree Private For-profit        21907      0.872663551
## 2397  Bachelor's-degree             Public         8344      0.238916256
## 2398 Certificate-degree Private For-profit        17108      0.497978739
## 2399  Bachelor's-degree  Private Nonprofit        18245      0.293139293
## 2400  Bachelor's-degree Private For-profit        24224      0.679560106
## 2401 Certificate-degree Private For-profit        12971      0.746229261
## 2402  Bachelor's-degree             Public        11160      0.378064516
## 2403 Associate's-degree             Public         7566      0.447125621
## 2404  Bachelor's-degree  Private Nonprofit        19046      0.551246537
## 2405  Bachelor's-degree             Public        13889      0.427094474
## 2406 Associate's-degree             Public         6789      0.531095755
## 2407  Bachelor's-degree Private For-profit        19894      0.679560106
## 2408 Associate's-degree             Public         8774      0.579041381
## 2409 Associate's-degree Private For-profit        21553      0.765962788
## 2410  Bachelor's-degree  Private Nonprofit        27783      0.063311688
## 2411 Certificate-degree Private For-profit        21722      0.625133120
## 2412  Bachelor's-degree  Private Nonprofit        32701      0.151851852
## 2413 Certificate-degree             Public         9822      0.421673424
## 2414 Associate's-degree             Public        10235      0.434486373
## 2415 Associate's-degree             Public         7312      0.528851702
## 2416  Bachelor's-degree  Private Nonprofit        14803      0.150579151
## 2417  Bachelor's-degree             Public        10231      0.529079017
## 2418 Certificate-degree Private For-profit        20574      0.621064232
## 2419  Bachelor's-degree Private For-profit        26155      0.782143490
## 2420 Certificate-degree             Public         7820      0.748898678
## 2421  Bachelor's-degree  Private Nonprofit        26761      0.017213115
## 2422 Certificate-degree Private For-profit        21302      0.717293907
## 2423  Bachelor's-degree             Public         9006      0.330143541
## 2424  Bachelor's-degree  Private Nonprofit        17011      0.204275534
## 2425 Certificate-degree Private For-profit        15885      0.688811189
## 2426  Bachelor's-degree             Public        26179      0.189702323
## 2427 Associate's-degree Private For-profit        17220      0.667321429
## 2428 Associate's-degree             Public        10747      0.656464139
## 2429  Bachelor's-degree  Private Nonprofit        17275      0.624288425
## 2430 Associate's-degree Private For-profit        22932      0.765962788
## 2431  Bachelor's-degree Private For-profit        19429      0.679560106
## 2432 Associate's-degree             Public         5656      0.380998081
## 2433  Bachelor's-degree  Private Nonprofit        14919      0.433212996
## 2434  Bachelor's-degree  Private Nonprofit        19952      0.435114504
## 2435  Bachelor's-degree  Private Nonprofit        23886      0.171081678
## 2436 Associate's-degree             Public         8498      0.385462555
## 2437 Certificate-degree Private For-profit        21166      0.689910979
## 2438  Bachelor's-degree Private For-profit        28193      0.790570175
## 2439 Certificate-degree Private For-profit        11454      0.843030303
## 2440 Certificate-degree Private For-profit        13722      0.676348548
## 2441 Certificate-degree Private For-profit        11277      0.791666667
## 2442  Bachelor's-degree  Private Nonprofit        17520      0.041899441
## 2443 Associate's-degree             Public         8734      0.419522777
## 2444  Bachelor's-degree  Private Nonprofit        33217      0.046382189
## 2445 Certificate-degree Private For-profit        12484      0.628378378
## 2446 Certificate-degree Private For-profit        14123      0.450000000
## 2447 Associate's-degree             Public         6393      0.587758411
## 2448 Certificate-degree             Public        10233      0.783505155
## 2449  Bachelor's-degree  Private Nonprofit        21358      0.041777778
## 2450 Associate's-degree Private For-profit        24860      0.716709781
## 2451 Associate's-degree Private For-profit        21512      0.765962788
## 2452  Bachelor's-degree  Private Nonprofit        12760      0.256032172
## 2453 Certificate-degree             Public        10740      0.833333333
## 2454 Associate's-degree Private For-profit        26985      0.848587571
## 2455  Bachelor's-degree             Public        11592      0.406129032
## 2456 Certificate-degree Private For-profit        11937      0.564625850
## 2457 Certificate-degree Private For-profit        13658      0.838805970
## 2458 Certificate-degree Private For-profit        14295      0.546666667
## 2459 Certificate-degree Private For-profit        18762      0.770707430
## 2460 Associate's-degree             Public         6037      0.516279771
## 2461 Associate's-degree  Private Nonprofit        12596      0.639449324
## 2462 Certificate-degree Private For-profit        23387      0.761315532
## 2463 Certificate-degree Private For-profit        20285      0.662809567
## 2464 Associate's-degree Private For-profit        18910      0.716709781
## 2465 Certificate-degree Private For-profit        21869      0.829162656
## 2466  Bachelor's-degree Private For-profit        19820      0.917823663
## 2467 Certificate-degree Private For-profit        17999      0.717319177
## 2468 Associate's-degree Private For-profit        28179      0.499070056
## 2469 Associate's-degree             Public         7918      0.537536562
## 2470  Bachelor's-degree  Private Nonprofit        20149      0.427666315
## 2471 Certificate-degree             Public         6329      0.507977355
## 2472 Associate's-degree  Private Nonprofit        23329      0.420888195
## 2473 Certificate-degree Private For-profit        22513      0.795880150
## 2474  Bachelor's-degree  Private Nonprofit        22108      0.302860348
## 2475 Certificate-degree             Public         7397      0.783647799
## 2476  Bachelor's-degree Private For-profit        17528      0.901823185
## 2477  Bachelor's-degree  Private Nonprofit        28379      0.368243243
## 2478 Associate's-degree             Public         4479      0.612257282
## 2479  Bachelor's-degree Private For-profit        18035      0.917823663
## 2480  Bachelor's-degree Private For-profit        20531      0.602649007
## 2481 Certificate-degree Private For-profit        15108      0.777188329
## 2482 Certificate-degree             Public         8890      0.463003264
## 2483 Certificate-degree Private For-profit        19018      0.606811146
## 2484 Associate's-degree Private For-profit        19205      0.716709781
## 2485 Certificate-degree Private For-profit        29340      0.840909091
## 2486 Certificate-degree Private For-profit        11269      0.722448980
## 2487  Bachelor's-degree  Private Nonprofit        15836      0.486068112
## 2488  Bachelor's-degree  Private Nonprofit        11229      0.854151493
## 2489 Associate's-degree             Public         5410      0.503884372
## 2490  Bachelor's-degree             Public         8997      0.583002833
## 2491 Associate's-degree Private For-profit        23896      0.765962788
## 2492 Certificate-degree Private For-profit        24443      0.840452617
## 2493 Associate's-degree             Public        12042      0.588235294
## 2494 Certificate-degree Private For-profit        14153      0.722972973
## 2495 Certificate-degree Private For-profit         8191      0.764705882
## 2496 Certificate-degree Private For-profit        22038      0.611213802
## 2497 Certificate-degree  Private Nonprofit         8390      0.108196721
## 2498 Certificate-degree Private For-profit         4112      0.668316832
## 2499 Certificate-degree Private For-profit        20333      0.671729544
## 2500 Certificate-degree Private For-profit         9048      0.873840445
## 2501 Certificate-degree Private For-profit         4972      0.790540540
## 2502 Certificate-degree  Private Nonprofit        12940      0.768010213
## 2503 Associate's-degree Private For-profit        26182      0.824726135
## 2504 Associate's-degree Private For-profit        21450      0.765962788
## 2505  Bachelor's-degree             Public        12169      0.280533721
## 2506  Bachelor's-degree Private For-profit        23966      0.619385343
## 2507 Certificate-degree Private For-profit        20468      0.803697717
## 2508  Bachelor's-degree  Private Nonprofit        12237      0.863167340
## 2509 Associate's-degree Private For-profit        17728      0.344913151
## 2510 Associate's-degree             Public         4008      0.534709193
## 2511 Associate's-degree Private For-profit        22584      0.778757515
## 2512  Bachelor's-degree             Public        14189      0.132429744
## 2513 Associate's-degree Private For-profit        23435      0.765962788
## 2514 Associate's-degree Private For-profit        25059      0.806261075
## 2515  Bachelor's-degree Private For-profit        29957      0.912441774
## 2516  Bachelor's-degree  Private Nonprofit        22600      0.378807947
## 2517 Associate's-degree             Public        15308      0.635840526
## 2518  Bachelor's-degree             Public         7665      0.250297265
## 2519 Certificate-degree Private For-profit        20474      0.684852836
## 2520  Bachelor's-degree Private For-profit        18841      0.917823663
## 2521 Associate's-degree Private For-profit        26187      0.660547504
## 2522 Certificate-degree Private For-profit        14202      0.450549451
## 2523 Certificate-degree Private For-profit        20645      0.773522976
## 2524  Bachelor's-degree  Private Nonprofit        34008      0.083832335
## 2525 Certificate-degree Private For-profit         6099      0.672645740
## 2526 Associate's-degree             Public         6033      0.489289192
## 2527 Certificate-degree Private For-profit        18701      0.662809567
## 2528  Bachelor's-degree  Private Nonprofit        20950      0.877192982
## 2529 Associate's-degree Private For-profit        23009      0.765962788
## 2530      NotClassified Private For-profit        14960      0.835943061
## 2531 Certificate-degree Private For-profit        13975      0.583815029
## 2532  Bachelor's-degree  Private Nonprofit        26739      0.244236311
## 2533 Certificate-degree Private For-profit        19392      0.837209302
## 2534  Bachelor's-degree             Public         8446      0.268419104
## 2535  Bachelor's-degree  Private Nonprofit        31065      0.024532710
## 2536 Associate's-degree             Public         6848      0.133111906
## 2537 Certificate-degree             Public         7354      0.442271122
## 2538 Certificate-degree Private For-profit        12636      0.598039216
## 2539 Associate's-degree             Public         7464      0.458261766
## 2540 Associate's-degree Private For-profit        24300      0.807254223
## 2541 Certificate-degree Private For-profit        18713      0.497978739
## 2542  Bachelor's-degree  Private Nonprofit        16982      0.364795918
## 2543  Bachelor's-degree             Public         9520      0.655258467
## 2544 Associate's-degree Private For-profit        20533      0.880794702
## 2545 Certificate-degree Private For-profit        13012      0.898402839
## 2546 Certificate-degree Private For-profit        18005      0.794246260
## 2547 Certificate-degree Private For-profit        22246      0.611213802
## 2548 Associate's-degree Private For-profit        20504      0.852701444
## 2549 Associate's-degree Private For-profit        22160      0.660547504
## 2550  Bachelor's-degree             Public        16998      0.211780663
## 2551 Certificate-degree Private For-profit        19620      0.821782178
## 2552  Bachelor's-degree             Public        11404      0.236587873
## 2553  Bachelor's-degree  Private Nonprofit        27214      0.066914498
## 2554 Associate's-degree             Public         7279      0.451253482
## 2555  Bachelor's-degree  Private Nonprofit        14656      0.550982801
## 2556  Bachelor's-degree Private For-profit        28152      0.384838944
## 2557 Associate's-degree             Public        17589      0.695221445
## 2558 Certificate-degree Private For-profit        13640      0.574912892
## 2559  Bachelor's-degree Private For-profit        20417      0.917823663
## 2560  Bachelor's-degree  Private Nonprofit        13881      0.283277870
## 2561 Certificate-degree Private For-profit        20359      0.766990291
## 2562 Certificate-degree Private For-profit        20951      0.713347609
## 2563 Associate's-degree             Public         7410      0.295290859
## 2564  Bachelor's-degree Private For-profit        15203      0.917823663
## 2565 Associate's-degree  Private Nonprofit         7519      0.808988764
## 2566  Bachelor's-degree  Private Nonprofit        18369      0.297528996
## 2567 Certificate-degree Private For-profit        15658      0.693163752
## 2568  Bachelor's-degree  Private Nonprofit         7339      0.271447282
## 2569 Certificate-degree Private For-profit        12006      0.611785095
## 2570 Associate's-degree             Public         9643      0.371332498
## 2571 Certificate-degree Private For-profit        25444      0.740354767
## 2572  Bachelor's-degree  Private Nonprofit        19207      0.045961003
## 2573  Bachelor's-degree             Public        13314      0.214536796
## 2574 Associate's-degree  Private Nonprofit        17211      0.242303873
## 2575  Bachelor's-degree  Private Nonprofit        29125      0.017295597
## 2576 Certificate-degree Private For-profit        20785      0.765363128
## 2577  Bachelor's-degree  Private Nonprofit        23391      0.391029327
## 2578  Bachelor's-degree  Private Nonprofit        25500      0.127940333
## 2579 Certificate-degree Private For-profit        25992      0.731361304
## 2580 Associate's-degree             Public         6855      0.481037924
## 2581 Certificate-degree Private For-profit         7593      0.554838710
## 2582  Bachelor's-degree             Public         9790      0.399183674
## 2583 Associate's-degree Private For-profit        24118      0.765962788
## 2584 Associate's-degree Private For-profit        22622      0.765962788
## 2585  Bachelor's-degree             Public        11736      0.325774336
## 2586 Associate's-degree             Public         7658      0.544143727
## 2587 Certificate-degree Private For-profit        13899      0.426273458
## 2588 Certificate-degree Private For-profit        13001      0.346666667
## 2589  Bachelor's-degree Private For-profit        18244      0.917823663
## 2590 Associate's-degree             Public         7613      0.472634705
## 2591 Certificate-degree Private For-profit        20996      0.724235561
## 2592  Bachelor's-degree             Public        13347      0.116291979
## 2593  Bachelor's-degree  Private Nonprofit        24301      0.258152174
## 2594 Associate's-degree             Public         5090      0.349170437
## 2595 Associate's-degree             Public         6534      0.502753304
## 2596  Bachelor's-degree  Private Nonprofit        27164      0.146678556
## 2597 Associate's-degree Private For-profit        19475      0.716709781
## 2598 Certificate-degree Private For-profit        15357      0.602140078
## 2599 Associate's-degree             Public         5258      0.474940334
## 2600 Associate's-degree             Public         8797      0.516248702
## 2601 Certificate-degree             Public         3545      0.437419355
## 2602  Bachelor's-degree Private For-profit        26655      0.782143490
## 2603 Certificate-degree Private For-profit        23301      0.740354767
## 2604  Bachelor's-degree Private For-profit        18616      0.917823663
## 2605  Bachelor's-degree  Private Nonprofit        18240      0.297423888
## 2606 Certificate-degree Private For-profit        23088      0.677215190
## 2607 Associate's-degree Private For-profit        26250      0.660547504
## 2608 Certificate-degree Private For-profit        18252      0.794246260
## 2609  Bachelor's-degree             Public        10493      0.257202659
## 2610 Associate's-degree  Private Nonprofit        11730      0.639449324
## 2611 Associate's-degree  Private Nonprofit        31771      0.226299694
## 2612 Associate's-degree Private For-profit        21972      0.765962788
## 2613 Certificate-degree Private For-profit        15422      0.650793651
## 2614 Associate's-degree             Public        17000      0.485804416
## 2615 Certificate-degree Private For-profit        13286      0.825806452
## 2616  Bachelor's-degree  Private Nonprofit        19867      0.054666667
## 2617  Bachelor's-degree             Public        14674      0.228181469
## 2618 Certificate-degree Private For-profit        18662      0.667321429
## 2619 Associate's-degree             Public        12246      0.230425556
## 2620 Certificate-degree Private For-profit        21267      0.758620690
## 2621 Certificate-degree Private For-profit        16700      0.627659574
## 2622  Bachelor's-degree  Private Nonprofit        26742      0.290598291
## 2623 Associate's-degree Private For-profit        21023      0.560044011
## 2624 Certificate-degree Private For-profit         8195      0.774951076
## 2625  Bachelor's-degree  Private Nonprofit        42122      0.107208872
## 2626  Bachelor's-degree  Private Nonprofit        24095      0.017578125
## 2627  Bachelor's-degree             Public        11719      0.334711853
## 2628  Bachelor's-degree Private For-profit        21654      0.679560106
## 2629 Certificate-degree Private For-profit        13336      0.375241779
## 2630 Associate's-degree             Public         1310      0.472805343
## 2631  Bachelor's-degree  Private Nonprofit        31227      0.065943239
## 2632  Bachelor's-degree Private For-profit        26445      0.769879077
## 2633 Associate's-degree             Public         4956      0.644699140
## 2634  Bachelor's-degree Private For-profit        17465      0.673996978
## 2635  Bachelor's-degree  Private Nonprofit        23494      0.124681934
## 2636  Bachelor's-degree  Private Nonprofit        22675      0.176119403
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## 2638 Associate's-degree             Public         6205      0.555410691
## 2639  Bachelor's-degree Private For-profit        25583      0.679560106
## 2640  Bachelor's-degree  Private Nonprofit        27819      0.141530055
## 2641  Bachelor's-degree             Public        25907      0.101471431
## 2642  Bachelor's-degree Private For-profit        28927      0.807254223
## 2643 Associate's-degree Private For-profit        23261      0.415349887
## 2644 Associate's-degree             Public         6406      0.446652720
## 2645  Bachelor's-degree             Public        16389      0.153620942
## 2646  Bachelor's-degree             Public        18096      0.078387954
## 2647 Certificate-degree Private For-profit        17491      0.691089109
## 2648  Bachelor's-degree  Private Nonprofit        18546      0.309967141
## 2649 Associate's-degree  Private Nonprofit        26025      0.484126984
## 2650 Associate's-degree Private For-profit        21914      0.765962788
## 2651 Certificate-degree Private For-profit        16050      0.667146974
## 2652 Associate's-degree  Private Nonprofit        13333      0.826865672
## 2653  Bachelor's-degree  Private Nonprofit        22241      0.018779343
## 2654  Bachelor's-degree  Private Nonprofit        27261      0.065727700
## 2655 Associate's-degree             Public        16676      0.575776791
## 2656 Associate's-degree Private For-profit        12821      0.787939297
## 2657  Bachelor's-degree Private For-profit        19466      0.917823663
## 2658 Associate's-degree             Public         6810      0.508771930
## 2659 Certificate-degree Private For-profit        15951      0.788483530
## 2660 Certificate-degree Private For-profit        11979      0.677121771
## 2661 Associate's-degree  Private Nonprofit        24096      0.583916084
## 2662 Certificate-degree             Public        13865      0.712121212
## 2663  Bachelor's-degree  Private Nonprofit        19967      0.139874739
## 2664 Associate's-degree             Public         5017      0.522306287
## 2665 Associate's-degree             Public         6409      0.369691923
## 2666 Associate's-degree             Public        14986      0.439909762
## 2667 Certificate-degree Private For-profit        19379      0.724003466
## 2668 Certificate-degree             Public         8046      0.660256410
## 2669  Bachelor's-degree  Private Nonprofit        22912      0.366987179
## 2670 Certificate-degree Private For-profit         7696      0.477707006
## 2671 Certificate-degree Private For-profit         9808      0.676031082
## 2672  Bachelor's-degree  Private Nonprofit        27495      0.027910393
## 2673 Certificate-degree             Public        11846      0.683806600
## 2674 Certificate-degree  Private Nonprofit        21403      0.581120944
## 2675  Bachelor's-degree  Private Nonprofit        23186      0.022566996
## 2676 Associate's-degree             Public        11064      0.473945409
## 2677  Bachelor's-degree  Private Nonprofit        11194      0.580000000
## 2678  Bachelor's-degree             Public        11882      0.328427364
## 2679 Certificate-degree Private For-profit        18197      0.693163752
## 2680 Certificate-degree Private For-profit        20770      0.571072940
## 2681  Bachelor's-degree  Private Nonprofit        35578      0.058365759
## 2682 Certificate-degree Private For-profit        17557      0.375241779
## 2683 Certificate-degree             Public         5938      0.460063898
## 2684  Bachelor's-degree  Private Nonprofit        27569      0.269762846
## 2685 Certificate-degree Private For-profit        20951      0.806083650
## 2686 Certificate-degree Private For-profit        16448      0.775000000
## 2687 Associate's-degree             Public         7565      0.263983903
## 2688 Certificate-degree Private For-profit        21911      0.611213802
## 2689  Bachelor's-degree  Private Nonprofit        20999      0.399047619
## 2690 Certificate-degree Private For-profit        14791      0.646929825
## 2691 Certificate-degree Private For-profit        16394      0.752703174
## 2692 Certificate-degree Private For-profit        15311      0.848167539
## 2693 Associate's-degree             Public         4224      0.382011151
## 2694 Certificate-degree Private For-profit        21558      0.611213802
## 2695 Certificate-degree Private For-profit        17881      0.758196721
## 2696 Associate's-degree Private For-profit        24253      0.483473389
## 2697  Bachelor's-degree             Public        21279      0.042624321
## 2698 Certificate-degree Private For-profit        21178      0.497978739
## 2699  Bachelor's-degree             Public        12434      0.304778214
## 2700 Certificate-degree             Public         9189      0.606198035
## 2701 Certificate-degree             Public         6005      0.375039796
## 2702  Bachelor's-degree  Private Nonprofit        25358      0.120073892
## 2703 Certificate-degree Private For-profit        20195      0.803697717
## 2704 Associate's-degree Private For-profit        18998      0.688478317
## 2705  Bachelor's-degree  Private Nonprofit        32176      0.267425968
## 2706 Associate's-degree             Public         4558      0.337412587
## 2707  Bachelor's-degree  Private Nonprofit        19901      0.652046784
## 2708 Certificate-degree Private For-profit        13937      0.575757576
## 2709 Associate's-degree             Public         8591      0.481876333
## 2710 Associate's-degree             Public         4604      0.478481769
## 2711 Certificate-degree Private For-profit        23955      0.708461802
## 2712  Bachelor's-degree             Public        22650      0.195224028
## 2713 Associate's-degree  Private Nonprofit        12596      0.215568862
## 2714 Associate's-degree             Public         5659      0.464088398
## 2715  Bachelor's-degree             Public        11429      0.106006222
## 2716  Bachelor's-degree  Private Nonprofit        18707      0.565135895
## 2717  Bachelor's-degree  Private Nonprofit         6172      0.188675259
## 2718 Associate's-degree  Private Nonprofit        25429      0.056338028
## 2719 Associate's-degree             Public         5990      0.547930283
## 2720  Bachelor's-degree  Private Nonprofit        20805      0.277061133
## 2721 Associate's-degree Private For-profit        19029      0.805468750
## 2722 Associate's-degree Private For-profit        18409      0.753609831
## 2723 Associate's-degree             Public         7266      0.371332498
## 2724 Associate's-degree Private For-profit        23567      0.698585419
## 2725 Associate's-degree             Public         9725      0.563025210
## 2726  Bachelor's-degree  Private Nonprofit        22274      0.205882353
## 2727 Certificate-degree Private For-profit        14538      0.747448980
## 2728  Bachelor's-degree Private For-profit        66743      0.582417582
## 2729 Certificate-degree Private For-profit        12237      0.625000000
## 2730 Associate's-degree             Public         4729      0.413477385
## 2731 Certificate-degree             Public         7351      0.501646542
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## 2733 Associate's-degree             Public         7497      0.389925373
## 2734  Bachelor's-degree  Private Nonprofit        26124      0.082460733
## 2735  Bachelor's-degree Private For-profit        29925      0.912441774
## 2736  Bachelor's-degree  Private Nonprofit        23497      0.176016830
## 2737  Bachelor's-degree  Private Nonprofit        11925      0.085393258
## 2738 Certificate-degree Private For-profit        19505      0.634612397
## 2739  Bachelor's-degree Private For-profit        18919      0.679560106
## 2740 Associate's-degree             Public        10893      0.636363636
## 2741 Associate's-degree             Public        10210      0.388353366
## 2742 Certificate-degree Private For-profit        21772      0.611213802
## 2743  Bachelor's-degree  Private Nonprofit        10340      0.279874214
## 2744      NotClassified Private For-profit        21411      0.723559446
## 2745 Associate's-degree             Public         5445      0.579975947
## 2746 Certificate-degree Private For-profit        18674      0.634612397
## 2747 Certificate-degree Private For-profit        13867      0.816176471
## 2748 Associate's-degree Private For-profit        18220      0.673996978
## 2749 Associate's-degree             Public         8590      0.609974883
## 2750  Bachelor's-degree  Private Nonprofit        24079      0.113496932
## 2751 Associate's-degree             Public        10801      0.488549080
## 2752 Associate's-degree             Public         7730      0.421707742
## 2753 Certificate-degree Private For-profit        11420      0.625000000
## 2754 Certificate-degree Private For-profit        19227      0.628067827
## 2755 Certificate-degree Private For-profit        17472      0.784159333
## 2756 Certificate-degree Private For-profit        21670      0.865011637
## 2757  Bachelor's-degree             Public        14132      0.189702323
## 2758 Certificate-degree Private For-profit        18243      0.708703375
## 2759  Bachelor's-degree Private For-profit        27265      0.716709781
## 2760  Bachelor's-degree Private For-profit        37061      0.632653061
## 2761 Certificate-degree Private For-profit        18393      0.807816277
## 2762  Bachelor's-degree  Private Nonprofit        22811      0.171541502
## 2763 Certificate-degree Private For-profit        18844      0.621621622
## 2764  Bachelor's-degree  Private Nonprofit        13301      0.674793833
## 2765 Certificate-degree Private For-profit        17133      0.657320872
## 2766 Associate's-degree Private For-profit        24648      0.433593750
## 2767  Bachelor's-degree             Public        21594      0.286026350
## 2768 Certificate-degree Private For-profit        19263      0.628067827
## 2769 Certificate-degree  Private Nonprofit        13219      0.768010213
## 2770 Certificate-degree  Private Nonprofit        22497      0.525383707
## 2771 Certificate-degree Private For-profit        21103      0.678556786
## 2772 Certificate-degree Private For-profit        18881      0.741935484
## 2773 Associate's-degree Private For-profit        22187      0.765962788
## 2774 Certificate-degree Private For-profit        14189      0.572490706
## 2775  Bachelor's-degree Private For-profit        18641      0.917823663
## 2776 Associate's-degree Private For-profit        24571      0.845025720
## 2777 Certificate-degree Private For-profit        19375      0.732492114
## 2778 Certificate-degree             Public         4008      0.342747112
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## 2780 Associate's-degree Private For-profit        24041      0.765962788
## 2781 Associate's-degree             Public         3075      0.453715235
## 2782 Associate's-degree Private For-profit        17206      0.698992443
## 2783 Associate's-degree             Public         9195      0.494042163
## 2784 Certificate-degree Private For-profit        19593      0.767575323
## 2785 Certificate-degree Private For-profit        16251      0.788800203
## 2786 Certificate-degree Private For-profit        16421      0.656828020
## 2787 Associate's-degree             Public         5332      0.504285193
## 2788 Certificate-degree Private For-profit        19505      0.611213802
## 2789  Bachelor's-degree  Private Nonprofit        23912      0.804968027
## 2790 Associate's-degree  Private Nonprofit        13437      0.272934907
## 2791  Bachelor's-degree  Private Nonprofit        33510      0.034192530
## 2792  Bachelor's-degree  Private Nonprofit        26405      0.144041451
## 2793 Associate's-degree             Public        11291      0.300577099
## 2794 Certificate-degree Private For-profit         9145      0.779661017
## 2795 Certificate-degree Private For-profit        22877      0.704563032
## 2796 Associate's-degree  Private Nonprofit        23003      0.735092923
## 2797  Bachelor's-degree             Public        17393      0.070835803
## 2798 Associate's-degree Private For-profit        23564      0.765962788
## 2799  Bachelor's-degree             Public        14159      0.281877510
## 2800 Certificate-degree Private For-profit        10016      0.693467337
## 2801 Associate's-degree             Public         5371      0.403645833
## 2802 Certificate-degree Private For-profit        15800      0.687845304
## 2803 Associate's-degree             Public         8674      0.473903967
## 2804 Certificate-degree Private For-profit        19824      0.477272727
## 2805 Associate's-degree             Public        21391      0.228654507
## 2806  Bachelor's-degree             Public        16288      0.072850035
## 2807 Associate's-degree Private For-profit        23715      0.765962788
## 2808  Bachelor's-degree  Private Nonprofit        38578      0.145023164
## 2809 Associate's-degree Private For-profit        15546      0.741268710
## 2810  Bachelor's-degree Private For-profit        24433      0.782143490
## 2811 Associate's-degree             Public        10416      0.742485420
## 2812 Certificate-degree Private For-profit        14170      0.794979080
## 2813  Bachelor's-degree             Public        19688      0.185562167
## 2814 Certificate-degree Private For-profit        10871      0.843030303
## 2815 Certificate-degree             Public         8693      0.499257846
## 2816 Associate's-degree             Public         4934      0.484500000
## 2817 Associate's-degree Private For-profit        21924      0.765962788
## 2818 Associate's-degree  Private Nonprofit        19677      0.278625954
## 2819  Bachelor's-degree  Private Nonprofit        21252      0.090612245
## 2820 Certificate-degree Private For-profit        15848      0.497978739
## 2821 Certificate-degree Private For-profit        19640      0.696969697
## 2822 Associate's-degree Private For-profit        17077      0.655342196
## 2823 Certificate-degree Private For-profit        19173      0.769218372
## 2824 Certificate-degree Private For-profit        16223      0.830827068
## 2825  Bachelor's-degree Private For-profit        26568      0.449611001
## 2826 Certificate-degree Private For-profit        22056      0.611213802
## 2827 Certificate-degree Private For-profit        10481      0.755458515
## 2828 Associate's-degree Private For-profit        22931      0.765962788
## 2829 Certificate-degree Private For-profit        22694      0.738246730
## 2830  Bachelor's-degree  Private Nonprofit        20965      0.247524753
## 2831 Associate's-degree             Public         3776      0.461386139
## 2832 Certificate-degree Private For-profit         9457      0.585858586
## 2833 Certificate-degree Private For-profit         9394      0.399617591
## 2834 Associate's-degree             Public        15147      0.518962848
## 2835 Associate's-degree             Public         8190      0.421707742
## 2836 Certificate-degree Private For-profit         8005      0.453177257
## 2837 Certificate-degree             Public        10907      0.524092802
## 2838 Associate's-degree Private For-profit        21607      0.765962788
## 2839 Certificate-degree Private For-profit        15556      0.686203320
## 2840  Bachelor's-degree             Public        10291      0.456062291
## 2841 Certificate-degree Private For-profit        22075      0.611213802
## 2842  Bachelor's-degree  Private Nonprofit        14630      0.948112830
## 2843 Associate's-degree             Public         6434      0.238235294
## 2844  Bachelor's-degree  Private Nonprofit        15554      0.172815534
## 2845  Bachelor's-degree             Public        23085      0.118681319
## 2846 Certificate-degree Private For-profit        17229      0.667321429
## 2847  Bachelor's-degree  Private Nonprofit        16138      0.142857143
## 2848 Associate's-degree Private For-profit        23706      0.679629630
## 2849 Associate's-degree             Public        11083      0.300577099
## 2850 Certificate-degree Private For-profit        21034      0.682926829
## 2851  Bachelor's-degree  Private Nonprofit        11132      0.115631692
## 2852  Bachelor's-degree             Public        13489      0.197085055
## 2853  Bachelor's-degree  Private Nonprofit         9573      0.463130660
## 2854  Bachelor's-degree  Private Nonprofit        27866      0.284259259
## 2855  Bachelor's-degree  Private Nonprofit        17703      0.234550562
## 2856 Certificate-degree  Private Nonprofit        13563      0.768010213
## 2857 Certificate-degree Private For-profit        24052      0.490909091
## 2858 Certificate-degree Private For-profit        13332      0.652173913
## 2859  Bachelor's-degree  Private Nonprofit        20976      0.309838473
## 2860  Bachelor's-degree  Private Nonprofit        14623      0.203187251
## 2861 Associate's-degree Private For-profit        23069      0.765962788
## 2862  Bachelor's-degree  Private Nonprofit        22031      0.158026756
## 2863 Certificate-degree Private For-profit        13857      0.620991254
## 2864  Bachelor's-degree             Public        11318      0.352567067
## 2865 Associate's-degree             Public        10709      0.457498887
## 2866 Certificate-degree Private For-profit        15450      0.642262895
## 2867 Associate's-degree             Public        11767      0.430955361
## 2868 Associate's-degree             Public         7631      0.524604569
## 2869 Certificate-degree Private For-profit        18589      0.704500979
## 2870  Bachelor's-degree Private For-profit        31037      0.782143490
## 2871 Certificate-degree Private For-profit        25400      0.650850954
## 2872 Certificate-degree Private For-profit        21683      0.611213802
## 2873 Associate's-degree             Public         7333      0.378881988
## 2874  Bachelor's-degree  Private Nonprofit        16938      0.384615385
## 2875 Associate's-degree             Public         5144      0.450101833
## 2876 Associate's-degree             Public         8009      0.354561101
## 2877 Certificate-degree Private For-profit        18199      0.769218372
## 2878  Bachelor's-degree  Private Nonprofit        21785      0.675166297
## 2879 Certificate-degree Private For-profit        21937      0.905219547
## 2880  Bachelor's-degree             Public        10309      0.520092089
## 2881  Bachelor's-degree  Private Nonprofit        16752      0.639449324
## 2882  Bachelor's-degree Private For-profit        18838      0.860753623
## 2883  Bachelor's-degree  Private Nonprofit        22772      0.738921002
## 2884  Bachelor's-degree  Private Nonprofit        28830      0.119805316
## 2885  Bachelor's-degree             Public         6556      0.330341113
## 2886  Bachelor's-degree  Private Nonprofit        21403      0.202649007
## 2887 Certificate-degree Private For-profit        12260      0.574912892
## 2888  Bachelor's-degree  Private Nonprofit        16692      0.515368120
## 2889 Certificate-degree Private For-profit         5624      0.725165563
## 2890  Bachelor's-degree             Public         8325      0.241011984
## 2891 Associate's-degree Private For-profit        31489      0.755000000
## 2892 Certificate-degree Private For-profit        20673      0.410399257
## 2893 Certificate-degree             Public         6088      0.579395817
## 2894  Bachelor's-degree  Private Nonprofit        19548      0.451393610
## 2895  Bachelor's-degree  Private Nonprofit        29700      0.131864407
## 2896 Associate's-degree Private For-profit        19802      0.716709781
## 2897 Associate's-degree Private For-profit        23437      0.765962788
## 2898 Certificate-degree             Public         9020      0.817543860
## 2899 Certificate-degree Private For-profit        19211      0.611213802
## 2900 Certificate-degree Private For-profit        17393      0.655884996
## 2901 Associate's-degree Private For-profit        21497      0.765962788
## 2902 Certificate-degree Private For-profit        17172      0.690607735
## 2903  Bachelor's-degree  Private Nonprofit        21309      0.034867504
## 2904  Bachelor's-degree  Private Nonprofit        26259      0.088858818
## 2905  Bachelor's-degree  Private Nonprofit        22220      0.464583333
## 2906 Certificate-degree Private For-profit        19095      0.701968504
## 2907 Associate's-degree             Public         8360      0.524317817
## 2908 Associate's-degree  Private Nonprofit        22262      0.568904594
## 2909 Certificate-degree             Public         5389      0.532118056
## 2910 Associate's-degree Private For-profit        20107      0.765962788
## 2911 Associate's-degree             Public         8111      0.454182719
## 2912  Bachelor's-degree  Private Nonprofit        18386      0.436147186
## 2913  Bachelor's-degree  Private Nonprofit        34732      0.084144645
## 2914  Bachelor's-degree  Private Nonprofit        17810      0.589473684
## 2915 Certificate-degree Private For-profit        17325      0.788483530
## 2916 Certificate-degree Private For-profit        16049      0.625133120
## 2917 Associate's-degree             Public        10896      0.387275242
## 2918 Certificate-degree Private For-profit        16418      0.703146375
## 2919 Certificate-degree Private For-profit        14508      0.536992840
## 2920 Certificate-degree Private For-profit        16257      0.709803922
## 2921 Associate's-degree             Public         5103      0.584307808
## 2922 Certificate-degree Private For-profit        10333      0.830927835
## 2923 Certificate-degree Private For-profit        18365      0.799735450
## 2924 Associate's-degree Private For-profit        20845      0.733513514
## 2925  Bachelor's-degree  Private Nonprofit        31711      0.102817974
## 2926 Certificate-degree Private For-profit        16940      0.737274220
## 2927  Bachelor's-degree Private For-profit        26093      0.612849162
## 2928 Certificate-degree Private For-profit        10814      0.683146067
## 2929 Certificate-degree Private For-profit        16011      0.743019021
## 2930 Associate's-degree Private For-profit        39180      0.890804598
## 2931 Associate's-degree Private For-profit        25789      0.813112283
## 2932  Bachelor's-degree  Private Nonprofit        25678      0.211614956
## 2933  Bachelor's-degree  Private Nonprofit         8156      0.181176471
## 2934 Associate's-degree             Public         6142      0.559868421
## 2935 Certificate-degree Private For-profit        18409      0.794246260
## 2936  Bachelor's-degree             Public        10512      0.286585366
## 2937 Certificate-degree Private For-profit        14628      0.720238095
## 2938  Bachelor's-degree  Private Nonprofit        15236      0.429775281
## 2939  Bachelor's-degree  Private Nonprofit        15948      0.171179884
## 2940 Associate's-degree Private For-profit        22103      0.765962788
## 2941 Certificate-degree Private For-profit        17036      0.746296296
## 2942 Associate's-degree             Public        11185      0.326156411
## 2943  Bachelor's-degree             Public         4484      0.344380991
## 2944  Bachelor's-degree  Private Nonprofit        15306      0.489528796
## 2945 Certificate-degree Private For-profit        17973      0.413436692
## 2946  Bachelor's-degree Private For-profit        23958      0.619385343
## 2947 Certificate-degree Private For-profit        23160      0.606533036
## 2948 Certificate-degree Private For-profit        22679      0.611213802
## 2949 Certificate-degree Private For-profit        16442      0.519434629
## 2950 Certificate-degree Private For-profit        20436      0.611213802
## 2951  Bachelor's-degree  Private Nonprofit        19940      0.464876033
## 2952 Certificate-degree Private For-profit        30253      0.407970228
## 2953 Associate's-degree Private For-profit        21421      0.765962788
## 2954 Associate's-degree Private For-profit        18802      0.716709781
## 2955 Associate's-degree             Public         6117      0.399618633
## 2956  Bachelor's-degree             Public         9187      0.406792013
## 2957 Certificate-degree Private For-profit        13059      0.778097983
## 2958 Certificate-degree Private For-profit        17067      0.667898497
## 2959  Bachelor's-degree  Private Nonprofit        28485      0.146122008
## 2960  Bachelor's-degree             Public        13734      0.462111801
## 2961 Certificate-degree Private For-profit        17083      0.833333333
## 2962  Bachelor's-degree  Private Nonprofit        27816      0.248201439
## 2963 Certificate-degree             Public         6724      0.452222222
## 2964 Associate's-degree             Public         9961      0.431004743
## 2965 Certificate-degree Private For-profit        11987      0.617122473
## 2966 Associate's-degree             Public         7760      0.540430769
## 2967 Certificate-degree             Public         5052      0.668341708
## 2968 Associate's-degree Private For-profit        19271      0.716709781
## 2969 Certificate-degree Private For-profit        15875      0.488095238
## 2970 Associate's-degree             Public         3690      0.396451880
## 2971 Certificate-degree Private For-profit        21794      0.689688716
## 2972 Certificate-degree Private For-profit        16747      0.670833333
## 2973 Associate's-degree Private For-profit        23433      0.765962788
## 2974 Associate's-degree Private For-profit        11479      0.755919258
## 2975  Bachelor's-degree             Public         9682      0.552014105
## 2976 Associate's-degree             Public         7744      0.450802957
## 2977 Certificate-degree Private For-profit        15207      0.725490196
## 2978 Associate's-degree             Public         5876      0.603926202
## 2979  Bachelor's-degree             Public        14661      0.443317972
## 2980  Bachelor's-degree             Public         8805      0.590224408
## 2981 Associate's-degree             Public        11545      0.466276347
## 2982 Certificate-degree Private For-profit        18654      0.667146974
## 2983 Certificate-degree Private For-profit        12170      0.297542044
## 2984  Bachelor's-degree  Private Nonprofit        28257      0.210344828
## 2985 Associate's-degree             Public         2436      0.407742998
## 2986 Associate's-degree Private For-profit        21387      0.765962788
## 2987  Bachelor's-degree Private For-profit        29986      0.912441774
## 2988  Bachelor's-degree Private For-profit        18165      0.917823663
## 2989 Certificate-degree Private For-profit        21459      0.781250000
## 2990 Certificate-degree Private For-profit        20095      0.662809567
## 2991  Bachelor's-degree  Private Nonprofit        19516      0.551390568
## 2992 Associate's-degree  Private Nonprofit        15016      0.077528090
## 2993 Certificate-degree Private For-profit        17558      0.729099679
## 2994  Bachelor's-degree             Public        14813      0.202374623
## 2995 Certificate-degree Private For-profit        17631      0.743019021
## 2996  Bachelor's-degree             Public         9581      0.311232700
## 2997  Bachelor's-degree  Private Nonprofit        15644      0.577696527
## 2998 Associate's-degree Private For-profit        22697      0.765962788
## 2999  Bachelor's-degree             Public        15192      0.172391694
## 3000 Associate's-degree             Public        11624      0.277704267
## 3001 Associate's-degree             Public         5592      0.424138553
## 3002 Certificate-degree Private For-profit        26404      0.599277978
## 3003 Certificate-degree Private For-profit        20390      0.720246238
## 3004 Associate's-degree             Public         6038      0.423611111
## 3005 Certificate-degree Private For-profit        17954      0.737500000
## 3006  Bachelor's-degree  Private Nonprofit        20319      0.105298457
## 3007  Bachelor's-degree  Private Nonprofit        15870      0.217758985
## 3008 Associate's-degree Private For-profit        24216      0.698585419
## 3009 Certificate-degree Private For-profit        15888      0.516927083
## 3010 Certificate-degree Private For-profit        12633      0.500000000
## 3011  Bachelor's-degree             Public         3401      0.500158278
## 3012  Bachelor's-degree  Private Nonprofit         8071      0.251451268
## 3013  Bachelor's-degree  Private Nonprofit        12732      0.112500000
## 3014  Bachelor's-degree  Private Nonprofit        13333      0.623789765
## 3015 Certificate-degree             Public         6626      0.706858054
## 3016  Bachelor's-degree Private For-profit        24703      0.782143490
## 3017 Associate's-degree             Public         4330      0.372992701
## 3018 Certificate-degree Private For-profit        22474      0.688811189
##      PAR_ED_PCT_1STGEN  MD_FAMINC PCTPELL PCTFLOAN GRAD_DEBT_MDN
## 1           0.63414634  15234.757  0.4400   0.4840       15853.5
## 2           0.46216814  17900.888  0.4899   0.6606       11250.0
## 3           0.46576577  31661.414  0.5164   0.8207       17634.0
## 4           0.22630561  66943.368  0.2746   0.6282       26305.0
## 5           0.38860972  22040.181  0.7342   0.8671       17567.0
## 6           0.19635043  72756.402  0.3150   0.6777       20481.0
## 7           0.53821656  11174.431  0.6293   0.6721        7666.0
## 8           0.61011956  15222.725  0.8224   0.8289       17264.0
## 9           0.30386216  62975.762  0.4084   0.5706       20832.0
## 10          0.41144414  33166.250  0.4879   0.7830       20000.0
## 11          0.31670625  55294.474  0.3877   0.6967       25250.0
## 12          0.41719745  30447.776  0.3907   0.4299       18256.0
## 13          0.54958678  16987.298  0.6364   0.6124        7600.0
## 14          0.56357388  22317.354  0.4627   0.4657        5500.0
## 15          0.37613020  33122.888  0.5863   0.8216       27000.0
## 16          0.52002590  17006.545  0.2655   0.3732       32639.0
## 17          0.54694622  21383.660  0.7692   0.8974       20500.0
## 18          0.64150943  11582.046  0.9009   0.8726       20856.0
## 19          0.68691589  13565.264  0.8915   0.8302       14694.0
## 20          0.48534896  15682.136  0.1786   0.0252        8745.0
## 21          0.32989025  79571.242  0.2795   0.7162       26334.5
## 22          0.28650392  49623.831  0.2704   0.6185       14750.0
## 23          0.74390244   5677.215  0.7556   0.7556        9500.0
## 24          0.48426353  22006.938  0.2474   0.0475        6822.0
## 25          0.44285007  32743.032  0.2680   0.2771       10000.0
## 26          0.29492560  49257.804  0.3062   0.4483       19250.0
## 27          0.41722973  27325.930  0.4260   0.6200       15823.0
## 28          0.46044776  30745.601  0.4440   0.6153       16371.0
## 29          0.48885350  22790.880  0.7506   0.8798       24373.0
## 30          0.37224975  34040.082  0.3758   0.4382       15000.0
## 31          0.55762082  14951.078  0.7536   0.6429       11347.5
## 32          0.38970887  38112.132  0.4972   0.5000       18000.0
## 33          0.49612745  16074.637  0.6425   0.7095        9791.0
## 34          0.53993176  16576.060  0.6872   0.7665       29213.0
## 35          0.58823529  12284.219  0.7114   0.8389        8708.0
## 36          0.14331637  78678.846  0.2005   0.4883       21775.0
## 37          0.53993176  16576.060  0.7197   0.7620       29213.0
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## 233         0.45114943  20204.859  0.5545   0.6381        6598.0
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## 258         0.21896163  35971.025  0.1080   0.0322        6000.0
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## 260         0.49602446  19937.466  0.5289   0.5061       11675.0
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## 276         0.40754717  49235.515  0.4230   0.7331       25000.0
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## 279         0.35142397  58812.489  0.2598   0.5288       25000.0
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## 282         0.51173226  13603.238  0.7595   0.8734       14144.0
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## 285         0.44347826  29295.604  0.4781   0.4752       10361.0
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## 287         0.47948952  34865.160  0.5418   0.8364       25000.0
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## 289         0.50281074      0.000  0.9812   0.0298        2500.0
## 290         0.39455782  38414.067  0.4547   0.5964       20000.0
## 291         0.51865332  17660.840  0.7094   0.6895       23147.0
## 292         0.41694537  44475.953  0.4519   0.7555       21971.0
## 293         0.46245955  27044.239  0.2886   0.1311        7354.5
## 294         0.30386216  62975.762  0.4677   0.6645       20832.0
## 295         0.50644009  18208.666  0.4875   0.4938       10500.0
## 296         0.46329418  17576.058  0.4880   0.0757        6500.0
## 297         0.51173226  13603.238  0.7699   0.8584       14144.0
## 298         0.39596469  36770.755  0.5859   0.9480       16666.0
## 299         0.34154794  39571.499  0.3065   0.3756       18500.0
## 300         0.29156627  69511.842  0.2955   0.7577       27000.0
## 301         0.53483146  23866.182  0.4445   0.2894        7850.0
## 302         0.54046997  24639.237  0.4456   0.5648        7600.0
## 303         0.34335201  41954.956  0.3639   0.5359       25000.0
## 304         0.53152040  13380.413  0.4228   0.4669       11289.0
## 305         0.57879656  11682.589  0.8989   0.9433       24167.0
## 306         0.55705996  14988.805  0.2581   0.0275        8000.0
## 307         0.41415777  41611.452  0.3660   0.5453       25000.0
## 308         0.31866029  22070.686  0.4262   0.4985       17092.0
## 309         0.53993176  16576.060  0.2267   0.3880       29213.0
## 310         0.28813559  22317.968  0.5532   0.7979       22237.0
## 311         0.54374276  13711.934  0.9000   0.8825       23036.0
## 312         0.47668394  42126.924  0.5392   0.9493       18825.0
## 313         0.62087912  13040.026  0.8427   0.9270       10500.0
## 314         0.34351145  35443.651  0.5990   0.7448       23000.0
## 315         0.44209215  34195.549  0.3241   0.2959        9200.0
## 316         0.40359897  22957.989  0.5397   0.6544       19000.0
## 317         0.46494465  13668.526  0.7582   0.8239       22396.0
## 318         0.34474018  22336.217  0.5972   0.5071       12205.0
## 319         0.52367531  17679.941  0.6928   0.8232       18772.0
## 320         0.35018727  68149.972  0.3422   0.8635       26000.0
## 321         0.43215411  22643.441  0.6318   0.5070       15553.5
## 322         0.44695827  29773.864  0.4006   0.6020       21031.0
## 323         0.50195312  35497.726  0.3120   0.4148       18432.0
## 324         0.41377171  39076.263  0.4206   0.5959       19984.0
## 325         0.33637608  77277.604  0.2572   0.6107       21500.0
## 326         0.21531100  71899.902  0.3209   0.6612       25000.0
## 327         0.53028798  21617.356  0.4867   0.3134        9500.0
## 328         0.45906736  29580.804  0.3920   0.6623       20562.0
## 329         0.47222222  16470.152  0.6000   0.5696        6333.0
## 330         0.15570934  73862.922  0.2266   0.4790       19589.5
## 331         0.27774516  72124.171  0.3209   0.7046       25358.0
## 332         0.43173432  32980.380  0.4057   0.5285       16000.0
## 333         0.51173226  13603.238  0.7547   0.7987       14144.0
## 334         0.50832517  25635.862  0.5772   0.5636       16000.0
## 335         0.53360587  24569.525  0.5454   0.7254       18359.5
## 336         0.69916075   9906.248  0.4619   0.0942        5600.0
## 337         0.59417476  17410.841  0.7069   0.7050        5822.0
## 338         0.44256519  51755.896  0.3921   0.7891       26189.0
## 339         0.49612745  16074.637  0.4271   0.6563        9791.0
## 340         0.63736264  21478.510  0.5271   0.5194        7312.0
## 341         0.57077303  16119.419  0.5993   0.6541        9916.0
## 342         0.53361892  13186.935  0.4286   0.7449       17886.5
## 343         0.45145631  22539.503  0.6210   0.7155       40037.5
## 344         0.25655977  26328.660  0.4615   0.7206       25000.0
## 345         0.48764415  28969.615  0.5126   0.4791       17824.5
## 346         0.52367531  17679.941  0.7510   0.8161       18772.0
## 347         0.53731005  25802.131  0.4181   0.2193        5250.0
## 348         0.65284974  14722.802  0.9091   0.8905        9499.0
## 349         0.48957529  23621.198  0.3194   0.1117        4500.0
## 350         0.34601579  41227.907  0.3652   0.4670       19000.0
## 351         0.35449735  42874.929  0.2438   0.3279       19500.0
## 352         0.16323296  76414.004  0.1451   0.2409       14530.0
## 353         0.62674887  17901.217  0.5562   0.0656        7100.0
## 354         0.52231043  14604.324  0.7352   0.8692       30992.0
## 355         0.35794331  62879.244  0.3931   0.6903       22990.0
## 356         0.44553073  20153.228  0.2783   0.1818       12171.5
## 357         0.57317073  17695.862  0.7103   0.6729       13639.0
## 358         0.47444089  18425.513  0.9081   0.9857       27600.0
## 359         0.52272727  13930.412  0.6047   0.5088       20744.0
## 360         0.57588962  18578.742  0.3914   0.0367        4125.0
## 361         0.17054054  66546.629  0.2012   0.3439       21442.0
## 362         0.54605263  10210.300  0.9665   0.9809       16500.0
## 363         0.12352941  96741.801  0.1387   0.4061       21500.0
## 364         0.54402103  13698.029  0.7542   0.7263       13000.0
## 365         0.58358766  16322.256  0.4653   0.3164        6674.0
## 366         0.47402597  30068.933  0.4492   0.4972       18120.0
## 367         0.51982592  19645.081  0.3984   0.1216        5136.0
## 368         0.46694215  16135.504  0.6800   0.7333        9500.0
## 369         0.50480769  17152.231  0.4898   0.2409       12000.0
## 370         0.38090646  25314.756  0.4293   0.6005       32250.0
## 371         0.54645814  14371.340  0.7150   0.6180        9500.0
## 372         0.37638712  38642.667  0.3122   0.6232       25250.0
## 373         0.30386216  62975.762  0.4443   0.6262       20832.0
## 374         0.40981565  31380.383  0.4106   0.4539       19500.0
## 375         0.55917667  13173.891  0.6198   0.4908        9500.0
## 376         0.56998928  24357.203  0.3589   0.2322        9257.5
## 377         0.56892612  16288.560  0.6185   0.1351        4000.0
## 378         0.52367531  17679.941  0.7302   0.8501       18772.0
## 379         0.28624406  55732.758  0.2880   0.5548       23250.0
## 380         0.31313131  27413.156  0.5551   0.7930       41321.0
## 381         0.28267800  56032.516  0.3080   0.2158       19500.0
## 382         0.34756996  48669.098  0.2391   0.4135       18500.0
## 383         0.36960276  51828.091  0.5135   0.7326       21000.0
## 384         0.46857143  36968.417  0.3730   0.4487       18682.0
## 385         0.55479896  14342.890  0.4420   0.0363        6750.0
## 386         0.40101523  31307.887  0.3458   0.6159        9225.0
## 387         0.66831479   9457.962  0.7251   0.7541        7877.0
## 388         0.52571429   8470.066  0.7764   0.8130       17690.0
## 389         0.58486563  15267.650  0.8084   0.8318       24709.0
## 390         0.51825843  36633.635  0.3511   0.1985        8000.0
## 391         0.67479675  13952.151  0.8895   0.8840       16370.0
## 392         0.59385327  14444.787  0.7166   0.7484        8105.0
## 393         0.33333333  16249.973  0.7529   0.8941       24138.0
## 394         0.52062952  18063.486  0.7409   0.5289       18301.0
## 395         0.51173226  13603.238  0.8295   0.8352       14144.0
## 396         0.18741450  70143.393  0.1826   0.3666       17625.0
## 397         0.52935943  24793.960  0.4125   0.1246        4100.0
## 398         0.52623421  14933.859  0.8489   0.7770       17800.0
## 399         0.45921238  31898.944  0.2715   0.4244       20500.0
## 400         0.55555556  16680.407  0.6118   0.6000       16325.0
## 401         0.51565378  16923.388  0.6438   0.8473       26417.0
## 402         0.55755396  11892.944  0.9146   0.8415       26498.5
## 403         0.44707138  21006.848  0.5546   0.4414        9499.5
## 404         0.24743935  65168.371  0.3132   0.7718       22990.0
## 405         0.51173226  13603.238  0.7364   0.8182       14144.0
## 406         0.63844622  10860.430  1.0000   0.6673        9500.0
## 407         0.57265692  22755.397  0.5479   0.7302       35805.0
## 408         0.51173226  13603.238  0.5680   0.7767       14144.0
## 409         0.38656501  30196.207  0.5818   0.6488       21532.0
## 410         0.51785714  18226.505  0.8204   0.2335        3290.5
## 411         0.50936088  16378.234  0.4031   0.2503        9000.0
## 412         0.43636364  24648.872  0.3984   0.7154       15012.0
## 413         0.39833822  54350.619  0.3071   0.5416       21500.0
## 414         0.51990693  18176.057  0.2112   0.0253        7500.0
## 415         0.23245703  73591.082  0.2264   0.5067       21500.0
## 416         0.55172414  17391.601  0.7453   0.7951       10000.0
## 417         0.65952381  14879.221  0.7745   0.7157        6500.0
## 418         0.19576491  33502.237  0.2062   0.2386       14170.5
## 419         0.24802911  77056.156  0.3101   0.7491       25619.0
## 420         0.58110157  13829.325  0.6516   0.5662        9500.0
## 421         0.45833333  17515.565  0.1621   0.1700       22125.0
## 422         0.49572650  18409.752  0.8688   0.9679       20168.0
## 423         0.36111111  33374.945  0.5101   0.8426       29645.5
## 424         0.26622296  46113.889  0.2532   0.6087       25000.0
## 425         0.51304348  17266.893  0.5867   0.6655        9500.0
## 426         0.42864918  16652.146  0.6443   0.8134       24500.0
## 427         0.51173226  13603.238  0.8000   0.8122       14144.0
## 428         0.50864553  15836.990  0.5591   0.5627       12100.0
## 429         0.59292035  14021.513  0.7039   0.9671       12880.5
## 430         0.55463435  14507.585  0.3367   0.0542        5250.0
## 431         0.58345324  14255.411  0.6561   0.5905        9498.0
## 432         0.60121552  19601.880  0.8229   0.8196       38514.5
## 433         0.53993176  16576.060  0.5237   0.5729       29213.0
## 434         0.25477707  40813.503  0.5126   0.7642       25000.0
## 435         0.42713178  34215.161  0.4015   0.6598       23000.0
## 436         0.54651163  12345.088  0.3713   0.3924        9500.0
## 437         0.42165710  35289.284  0.3435   0.5805       18209.5
## 438         0.57077303  16119.419  0.6586   0.6556        9916.0
## 439         0.52367531  17679.941  0.8061   0.8551       18772.0
## 440         0.59310850  15186.931  0.6189   0.5964       14352.0
## 441         0.47840314  27698.996  0.4442   0.4801       12084.5
## 442         0.44767442  26573.326  0.1824   0.2176       11625.0
## 443         0.55302013  18660.931  0.3307   0.1924        7768.5
## 444         0.26744186  60888.794  0.3670   0.6782       21500.0
## 445         0.57480315  15458.127  0.7964   0.6618       11622.0
## 446         0.12176347  94015.062  0.1192   0.3137       19500.0
## 447         0.52623421  14933.859  0.9461   0.8648       17800.0
## 448         0.15332429  87293.852  0.2234   0.5307       22000.0
## 449         0.60071942  18843.220  0.5301   0.4819       14932.0
## 450         0.26604182  75300.314  0.2819   0.6657       26000.0
## 451         0.54819977  19515.137  0.3989   0.1536        9500.0
## 452         0.44189992  25339.247  0.1636   0.1036        8000.0
## 453         0.51173226  13603.238  0.7218   0.7744       14144.0
## 454         0.45196507  24737.988  0.4029   0.5641       12086.5
## 455         0.58345324  14255.411  0.7062   0.5490        9498.0
## 456         0.53993176  16576.060  0.6088   0.7144       29213.0
## 457         0.46522258  21382.624  0.5997   0.2647        5475.0
## 458         0.51060516  22412.463  0.6667   0.8362       39007.5
## 459         0.49612745  16074.637  0.5940   0.7519        9791.0
## 460         0.63542643  17648.280  0.5507   0.2963        7746.0
## 461         0.21122995  53266.486  0.3470   0.6893       27000.0
## 462         0.31992976  43798.754  0.3360   0.4132       17736.5
## 463         0.57827260  19159.751  0.6834   0.4419        8174.5
## 464         0.35501066  42300.568  0.4127   0.7009       15000.0
## 465         0.53180297  16004.321  0.7001   0.5101       12250.0
## 466         0.64242424  14697.802  0.6844   0.5563        9107.0
## 467         0.17349398  55092.300  0.2881   0.5640       21250.0
## 468         0.35165820  51455.066  0.3503   0.6282       23250.0
## 469         0.37944124  41219.997  0.3718   0.4520       15500.0
## 470         0.33205815  74192.269  0.2759   0.6388       23001.0
## 471         0.49421965  26229.619  0.6663   0.8138       22944.0
## 472         0.48115041  24843.691  0.4606   0.3161        7251.0
## 473         0.61616162  11416.781  0.8678   0.9421        7500.0
## 474         0.23660714  30872.775  0.4750   0.6293       27000.0
## 475         0.41807229  38578.919  0.3504   0.4721       19839.0
## 476         0.54374276  13711.934  0.8284   0.9591       23036.0
## 477         0.56103896  12894.000  0.7629   0.7198       12500.0
## 478         0.56647116  17914.101  0.5827   0.5597       13025.0
## 479         0.45778014  28424.082  0.2163   0.0943        8252.0
## 480         0.46067416  29561.908  0.3654   0.9518       10136.0
## 481         0.52367531  17679.941  0.6997   0.8435       18772.0
## 482         0.32078638  13506.499  0.9336   0.4263       10000.0
## 483         0.61401952  10758.678  1.0000   1.0000        7900.0
## 484         0.56410256  15943.452  0.8251   0.9140       27458.0
## 485         0.52367531  17679.941  0.6388   0.7720       18772.0
## 486         0.36243822  32446.686  0.1557   0.1965        9250.0
## 487         0.28699106  70679.172  0.2052   0.5808       25000.0
## 488         0.45326829  18789.481  0.7232   0.3846       10500.0
## 489         0.53125000   6355.359  0.7880   0.6576       20000.0
## 490         0.53993176  16576.060  0.8107   0.8107       29213.0
## 491         0.18041237 101503.342  0.1524   0.4292       22992.0
## 492         0.41148325  23422.576  0.4095   0.6952        3431.0
## 493         0.50840336  13872.260  0.7958   0.7125        6333.0
## 494         0.50738857  23057.998  0.6868   0.9111       21175.5
## 495         0.52957746  32805.726  0.6111   0.7130       13500.0
## 496         0.47003484  35580.104  0.3607   0.4312       24759.0
## 497         0.67924528  17180.406  0.6529   0.6824        6875.0
## 498         0.26477078  74015.720  0.3376   0.4842       20766.0
## 499         0.37760000  45662.907  0.4191   0.6171       24836.5
## 500         0.46641075  21374.965  0.7002   0.8673       15485.0
## 501         0.48824593  16528.780  0.8187   0.9093       16725.0
## 502         0.54000000  17941.275  0.8599   0.9469       10708.0
## 503         0.31381958  50719.363  0.2103   0.3690       19013.5
## 504         0.46018992  27173.868  0.3951   0.3573       10483.5
## 505         0.22512011  67434.344  0.2990   0.6352       24000.0
## 506         0.52839757  19554.316  0.5350   0.3533       15834.0
## 507         0.22919180  74055.761  0.1127   0.3967       19000.0
## 508         0.19591671  65978.665  0.2279   0.4269       19468.0
## 509         0.55203620  18870.621  0.7633   0.8502        9500.0
## 510         0.42807384  37999.937  0.4960   0.9291       19000.0
## 511         0.52623421  14933.859  0.8440   0.8527       17800.0
## 512         0.51135702  20078.150  0.7070   0.9524        9500.0
## 513         0.37922078  32005.925  0.4160   0.4545       17500.0
## 514         0.38313674  69692.197  0.2987   0.5918       20000.0
## 515         0.35922330  46964.866  0.3348   0.8048       25000.0
## 516         0.52380952  31236.775  0.4951   0.5308       14250.0
## 517         0.55555556  14505.159  0.5426   0.5000        6301.0
## 518         0.54906015  17571.410  0.4930   0.2546       11287.0
## 519         0.31051753  53507.813  0.4545   0.8044       24000.0
## 520         0.55202312  19207.338  0.7791   0.9558       20000.0
## 521         0.62500000  12862.479  0.7914   0.8179        9669.0
## 522         0.56226667  15115.192  0.2481   0.0169        5812.0
## 523         0.41186813  31425.386  0.3139   0.1274        6500.0
## 524         0.19277108  90325.332  0.1759   0.4541       23500.0
## 525         0.37945405  29602.737  0.3118   0.4387       20608.5
## 526         0.45316456  20021.250  0.8060   0.8265       31000.0
## 527         0.42980562  22774.419  0.7760   0.7920       29500.0
## 528         0.30450420  26224.350  0.4079   0.3499       15250.0
## 529         0.43237925  48404.621  0.3496   0.5521       22625.0
## 530         0.52767528  11751.855  0.8667   0.8745        7856.5
## 531         0.42899499  29001.889  0.4131   0.3977       16500.0
## 532         0.60966736  14576.606  0.5856   0.5604        9500.0
## 533         0.59192440  15076.262  0.7306   0.6166        9500.0
## 534         0.52367531  17679.941  0.7829   0.8062       18772.0
## 535         0.52231590  19488.063  0.3476   0.2014        8964.0
## 536         0.56113724  14036.265  0.7273   0.8393       18808.5
## 537         0.31325301  24234.975  0.3284   0.5075       11000.0
## 538         0.44755971  35642.729  0.3671   0.4351       19500.0
## 539         0.43137255  23998.420  0.6691   0.7112       19323.0
## 540         0.45669291  13356.450  0.4196   0.4732        9500.0
## 541         0.47538979  22798.789  0.5298   0.3508        7500.5
## 542         0.56455493  14834.758  0.6173   0.6371        9500.0
## 543         0.29156010  41797.956  0.3923   0.6810       27000.0
## 544         0.55756208  14793.454  0.6743   0.6276        8615.0
## 545         0.20961983  74685.870  0.2176   0.5568       23250.0
## 546         0.55284553   8864.732  0.7317   0.6402       12046.0
## 547         0.17937220 108064.892  0.1559   0.5137       25000.0
## 548         0.32066116  69303.598  0.2465   0.5873       25556.0
## 549         0.48256345  29583.647  0.2656   0.2684       11501.0
## 550         0.65463918  19943.445  0.3419   0.0421        7000.0
## 551         0.63228492  11323.809  0.7570   0.6235        9500.0
## 552         0.39175258  37552.620  0.6273   0.7103       15208.5
## 553         0.27717004  53857.490  0.3282   0.5538       21523.0
## 554         0.32715629  61203.322  0.4916   0.6070       23000.0
## 555         0.44949495  22121.264  0.0676   0.0071        3500.0
## 556         0.51565378  16923.388  0.6882   0.8840       26417.0
## 557         0.28833552  37443.036  0.2929   0.4961        6333.0
## 558         0.43925234  25918.779  0.6283   0.7212       12000.0
## 559         0.61725664  12360.306  0.9524   0.9580       22138.5
## 560         0.51060516  22412.463  0.6735   0.8813       39007.5
## 561         0.47691039  16946.607  0.5791   0.7298       12228.0
## 562         0.47540984  24224.960  0.2088   0.6593        9865.0
## 563         0.26696308  60074.043  0.2498   0.4675       18850.0
## 564         0.51173226  13603.238  0.7714   0.8500       14144.0
## 565         0.51173226  13603.238  0.8050   0.8365       14144.0
## 566         0.47353224  22507.969  0.3370   0.2486       11500.0
## 567         0.42913907  30720.465  0.5295   0.7578       25374.0
## 568         0.48215445  21113.237  0.5561   0.3681       10250.0
## 569         0.51173226  13603.238  0.7132   0.7500       14144.0
## 570         0.57754658  15490.904  0.6034   0.6803        9065.5
## 571         0.51155624  16528.872  0.9412   1.0000       23292.0
## 572         0.61267606  13972.963  0.7324   0.6408       16500.0
## 573         0.59079602   9354.173  0.8096   0.7994       11386.0
## 574         0.55744681  24894.524  0.4360   0.6730        9500.0
## 575         0.30227743  60380.691  0.3741   0.8170       24833.0
## 576         0.53055556  14831.278  0.6492   0.6702        6333.0
## 577         0.55381443  14533.672  0.7348   0.7081        9500.0
## 578         0.46740741  18862.186  0.6064   0.0348        3559.0
## 579         0.47022963  17299.557  0.7269   0.9149       23500.0
## 580         0.41386736  58325.991  0.3134   0.6864       22332.0
## 581         0.37638712  38642.667  0.2965   0.5699       25250.0
## 582         0.48846154  22996.909  0.3331   0.1677       10500.0
## 583         0.24714104  85500.464  0.1564   0.4162       20500.0
## 584         0.38046045  54258.888  0.4580   0.7872       26000.0
## 585         0.40190476  37795.046  0.2961   0.4940       30243.5
## 586         0.36411609  50651.003  0.3557   0.6592       25000.0
## 587         0.48292683  18126.057  0.6505   0.5049        5805.0
## 588         0.47962649  21904.202  0.3358   0.5907       12228.0
## 589         0.52623421  14933.859  0.8030   0.8658       17800.0
## 590         0.50000000  17545.068  0.3369   0.5187        9833.0
## 591         0.52496799   9133.536  0.9600   0.9600       24040.0
## 592         0.53361892  13186.935  0.8891   0.8410       17886.5
## 593         0.49043414  22453.177  0.4121   0.2731        9750.0
## 594         0.53025132  24187.032  0.5113   0.4181       16500.0
## 595         0.49715909  16524.565  0.4799   0.5436        9500.0
## 596         0.61829026  23013.743  0.7948   0.8320       25750.0
## 597         0.47046966  21281.428  0.2196   0.1058        9500.0
## 598         0.54035201  17222.638  0.7239   0.4279       26048.0
## 599         0.44487909  30806.471  0.1656   0.1335        7750.0
## 600         0.59117647  13393.512  0.8784   0.8394        3619.5
## 601         0.44380952  29486.588  0.5560   0.9280       15429.5
## 602         0.28012279  77952.323  0.3071   0.5434       23000.0
## 603         0.23076923  55440.126  0.4086   0.7419       27538.0
## 604         0.37837838  57034.379  0.3091   0.6768       25000.0
## 605         0.36994220  31641.860  0.5108   0.6331        7550.0
## 606         0.55386179  13357.587  0.8042   0.6039        9500.0
## 607         0.57389635  14167.368  0.7398   0.4877        9000.0
## 608         0.14246196  80802.041  0.1894   0.4344       22000.0
## 609         0.31607629  65665.109  0.3527   0.7786       27000.0
## 610         0.46034298  19166.273  0.8774   0.9284       41000.0
## 611         0.36135114  12933.674  0.9181   0.2612        4913.0
## 612         0.51096654  18762.085  0.2335   0.0553        3500.0
## 613         0.42857143   9232.593  0.8042   0.8112       14645.0
## 614         0.40562379  31521.687  0.3905   0.5537       16698.0
## 615         0.63041881  17707.579  0.7026   0.7762       26012.5
## 616         0.51145038  35522.109  0.6113   0.7834       24000.0
## 617         0.54330709  24175.968  0.7472   0.9368       12125.0
## 618         0.54197511  23568.263  0.5794   0.5628       12000.0
## 619         0.46685276  30196.779  0.3033   0.3076       10438.5
## 620         0.43934911  17069.852  0.6980   0.8612        9500.0
## 621         0.34093637  47660.712  0.3478   0.6020       23750.0
## 622         0.56311275  21459.747  0.4675   0.2102       10000.0
## 623         0.32496810  57151.730  0.2669   0.6043       27000.0
## 624         0.54062132   8620.638  0.6500   0.2294       10478.0
## 625         0.38296041  20152.141  0.5237   0.2824        6307.5
## 626         0.53055848  22414.191  0.3148   0.1668        5500.0
## 627         0.29804129  57423.107  0.2543   0.4159       21000.0
## 628         0.53839442  14400.844  0.7407   0.7333        9500.0
## 629         0.43827775  26364.630  0.4272   0.4142       10250.0
## 630         0.55859375   7344.553  0.5397   0.6032       16500.0
## 631         0.60170940  16190.191  0.7059   0.7680        9433.0
## 632         0.49658668  18994.425  0.5813   0.1771        7000.0
## 633         0.53152090  18928.569  0.7276   0.7571       20223.5
## 634         0.37626263  37057.384  0.4934   0.6965       25000.0
## 635         0.69411765  17535.735  0.7892   0.9265       12000.0
## 636         0.32660550  44162.625  0.5159   0.6248       19500.0
## 637         0.63168724  22462.463  0.4851   0.3972        8500.0
## 638         0.54700855  12530.414  0.5350   0.5700        7473.0
## 639         0.61920530  10061.940  0.6295   0.6820       12145.0
## 640         0.38147567  40331.213  0.5488   0.7600       27000.0
## 641         0.59709153  10484.261  0.7304   0.6058        9500.0
## 642         0.46514637  27788.285  0.6073   0.3852       18500.0
## 643         0.51351351  26139.667  0.5228   0.4664       17300.0
## 644         0.42784627  28047.780  0.3202   0.3398       15676.5
## 645         0.58490566  15210.507  0.6996   0.7027        5625.0
## 646         0.31458616  63904.242  0.3492   0.6448       26500.0
## 647         0.45925926  27386.911  0.5361   0.5979        9833.0
## 648         0.51147842  13209.371  0.4890   0.1715        9500.0
## 649         0.51173226  13603.238  0.7836   0.8246       14144.0
## 650         0.50000000  15872.256  0.3826   0.4027       10541.5
## 651         0.61625442  14129.325  0.6566   0.5711        9500.0
## 652         0.52231043  14604.324  0.8121   0.8179       30992.0
## 653         0.76106195  10631.504  0.7557   0.0000        3500.0
## 654         0.10649819  95631.464  0.1209   0.3127       17500.0
## 655         0.57853893  15320.627  0.6575   0.6074        9500.0
## 656         0.38721137  32873.163  0.4115   0.7212       20000.0
## 657         0.55029586  16371.943  0.6242   0.6711       18284.5
## 658         0.20150457 110509.057  0.1395   0.5007       23501.5
## 659         0.58592645  22863.495  0.4775   0.2007        8899.0
## 660         0.14656237  82000.258  0.1553   0.4913       23000.0
## 661         0.54166667  10283.930  0.6389   0.5833       14500.0
## 662         0.11001965  97137.994  0.1240   0.3458       21187.5
## 663         0.37050062  29135.708  0.5949   0.7126       23250.0
## 664         0.57754658  15490.904  0.5619   0.6325        9065.5
## 665         0.55202312  19207.338  0.9009   0.9459       20000.0
## 666         0.54826216  28260.823  0.5148   0.6589       17949.5
## 667         0.38036810  51302.322  0.4877   0.7418       22925.0
## 668         0.57903780  20265.862  0.3817   0.1862        6750.0
## 669         0.50286369   9361.066  0.6196   0.7342       19993.5
## 670         0.25185451  61846.637  0.2552   0.4826       20250.0
## 671         0.51060516  22412.463  0.6454   0.8623       39007.5
## 672         0.33002671  32442.202  0.3933   0.5696       21818.0
## 673         0.51178918  26347.632  0.4860   0.4535        8000.0
## 674         0.56079607  13276.551  0.8297   0.9022       19852.0
## 675         0.42862986  27447.690  0.3478   0.3543       12000.0
## 676         0.55054152  17317.710  0.6335   0.5969        9500.0
## 677         0.52623421  14933.859  0.8364   0.7599       17800.0
## 678         0.57738095  15927.148  0.4708   0.4292        7455.0
## 679         0.53510436  43161.151  0.4448   0.6574       18750.0
## 680         0.45980392  26711.157  0.5921   0.7083       12000.0
## 681         0.43287225  19661.940  0.7229   0.7582       30201.0
## 682         0.44524496  28154.301  0.6145   0.5793       13505.5
## 683         0.21269669  61587.976  0.2287   0.4373       21250.0
## 684         0.51080380  22854.108  0.7008   0.3817       11450.0
## 685         0.51060516  22412.463  0.7547   0.9151       39007.5
## 686         0.48472615   6765.773  0.9486   0.3037        5500.0
## 687         0.44241461  51411.872  0.3828   0.8390       28000.0
## 688         0.36879433  29906.676  0.6012   0.7400       25098.0
## 689         0.47933884   5787.944  0.7421   0.6604        8917.0
## 690         0.50548601  19478.772  0.4945   0.4281        9750.0
## 691         0.55524862  11186.021  0.7209   0.5752       11120.0
## 692         0.56732947  21008.661  0.3244   0.0212        3500.0
## 693         0.51173226  13603.238  0.7821   0.8677       14144.0
## 694         0.45471349  43284.577  0.4522   0.8062       26251.0
## 695         0.21259843  57177.080  0.3635   0.6994       25125.0
## 696         0.53536184  23574.961  0.5239   0.3614        9821.0
## 697         0.44887526   2192.738  0.9337   0.1689        8250.0
## 698         0.35463259  66492.282  0.2670   0.7276       27000.0
## 699         0.52367531  17679.941  0.7074   0.8245       18772.0
## 700         0.52845036  16892.363  0.5473   0.5144        9500.0
## 701         0.53754941  11499.438  0.7153   0.7729       11119.0
## 702         0.54374276  13711.934  0.7904   0.8821       23036.0
## 703         0.56868764  14397.259  0.2376   0.1176       10640.0
## 704         0.40793740  53341.216  0.4739   0.4956       21875.0
## 705         0.52231043  14604.324  0.7326   0.7969       30992.0
## 706         0.46216814  17900.888  0.6416   0.8622       11250.0
## 707         0.54807692  10083.679  0.7814   0.7485        9500.0
## 708         0.52623421  14933.859  0.6591   0.8839       17800.0
## 709         0.53361892  13186.935  0.8010   0.8717       17886.5
## 710         0.40299685  36145.938  0.3782   0.6008       19688.0
## 711         0.66515837  21759.846  0.7656   0.8500        5326.0
## 712         0.44117647  30386.630  0.5494   0.6185       29250.0
## 713         0.32522917  35772.767  0.4165   0.5364       25000.0
## 714         0.46614214  29472.890  0.2381   0.3212       18072.0
## 715         0.48370274  25342.245  0.2290   0.1947        6750.0
## 716         0.49210904  39807.543  0.5266   0.9398       25000.0
## 717         0.49473684  20943.499  0.2732   0.1550       12333.0
## 718         0.27306273  52286.870  0.4597   0.8114       28000.0
## 719         0.56073113  12706.501  0.7617   0.8725       20000.0
## 720         0.57976412  20505.950  0.3610   0.2248        8396.0
## 721         0.52367531  17679.941  0.7074   0.8676       18772.0
## 722         0.50567939  20438.010  0.4679   0.6681        8708.0
## 723         0.30930931  23583.657  0.7253   0.7467        7000.0
## 724         0.63652482   5391.295  0.7153   0.6598        8976.5
## 725         0.38362652  33952.661  0.3315   0.4022       12000.0
## 726         0.46038544  29853.274  0.3806   0.4851        9866.0
## 727         0.13891323  97168.551  0.1338   0.4158       19000.0
## 728         0.56914393  14957.194  0.7715   0.7036        9500.0
## 729         0.63459336  16597.238  0.5095   0.0000        4000.0
## 730         0.20494700 105540.570  0.1489   0.6764       27000.0
## 731         0.38747100  22352.137  0.5063   0.4267       13250.0
## 732         0.50199203  27811.214  0.4984   0.2890        8140.0
## 733         0.53381643  20295.211  0.5130   0.7403       16500.0
## 734         0.52002590  17006.545  0.1883   0.2866       32639.0
## 735         0.60170940  16190.191  0.6183   0.6031        9433.0
## 736         0.12877792  92025.468  0.1594   0.5467       22187.0
## 737         0.25258415  76447.247  0.2646   0.6340       23086.0
## 738         0.55655458  13977.151  0.6558   0.7308        9500.0
## 739         0.32407839  32204.295  0.6095   0.7796       21730.0
## 740         0.40616500  25369.155  0.4638   0.6094       24722.0
## 741         0.53146853  27187.999  0.6188   0.8024       16028.0
## 742         0.56714060  14513.020  0.6345   0.6696        9500.0
## 743         0.53993176  16576.060  0.6914   0.7510       29213.0
## 744         0.58297872  12236.028  0.9270   0.9111        9100.0
## 745         0.53361892  13186.935  0.5466   0.8446       17886.5
## 746         0.48790059  18803.582  0.2999   0.1063        8667.0
## 747         0.65340909  15809.778  0.6045   0.5565        4264.0
## 748         0.16998469  93976.150  0.1411   0.4520       22125.0
## 749         0.16340509  56754.096  0.2574   0.5002       25000.0
## 750         0.38976053  47637.531  0.4521   0.6805       24671.0
## 751         0.52513966  16199.973  0.5136   0.4786        9500.0
## 752         0.53361892  13186.935  0.9320   0.9587       17886.5
## 753         0.54597701  11436.769  0.8568   0.5807        9500.0
## 754         0.51173226  13603.238  0.6727   0.8455       14144.0
## 755         0.62827988  15491.279  0.4146   0.4272        9500.0
## 756         0.55160391  29275.894  0.3035   0.2317        7568.0
## 757         0.30386216  62975.762  0.2372   0.4766       20832.0
## 758         0.39179104  40861.201  0.3937   0.4825       21150.0
## 759         0.53038674  19651.055  0.3343   0.4955       10506.0
## 760         0.54893617  10855.161  0.8953   0.8615        6600.0
## 761         0.22280702  79040.263  0.2563   0.6149       27000.0
## 762         0.50685976  14290.206  0.7327   0.8391       25750.0
## 763         0.53465347  34597.225  0.3860   0.5439       10000.0
## 764         0.52367531  17679.941  0.6971   0.7629       18772.0
## 765         0.60631475  12656.790  0.7853   0.7403        9500.0
## 766         0.60841424  10522.268  0.5345   0.5289        9500.0
## 767         0.48885350  22790.880  0.7183   0.8503       24373.0
## 768         0.49487896  19693.465  0.5902   0.1178        9077.5
## 769         0.47580645  21475.349  0.3963   0.4682        7500.0
## 770         0.49378531  24620.627  0.5893   0.4414       10401.5
## 771         0.54672897  12349.980  0.7982   0.8359       10496.0
## 772         0.32271023  43652.102  0.4178   0.5796       23167.5
## 773         0.34878331  45238.779  0.4545   0.8746       24230.0
## 774         0.39024390  25140.098  0.6275   0.8758       20000.0
## 775         0.52093023   9016.759  0.6528   0.6065        9500.0
## 776         0.59385327  14444.787  0.9048   0.8571        8105.0
## 777         0.52367531  17679.941  0.7733   0.8526       18772.0
## 778         0.36559140  19625.468  0.6207   0.6379       18404.0
## 779         0.29022705  55727.082  0.3860   0.8006       24375.5
## 780         0.20926680  78520.265  0.2529   0.6054       23875.0
## 781         0.63792010   9451.071  0.8960   0.8465       15418.0
## 782         0.38501888  47689.849  0.3740   0.6382       21778.0
## 783         0.58849558  11234.764  0.5842   0.5498        7379.0
## 784         0.31458616  63904.242  0.4931   0.6893       26500.0
## 785         0.60121552  19601.880  0.7508   0.7808       38514.5
## 786         0.52201258      0.000  1.0000   1.0000        9500.0
## 787         0.40040513  53938.624  0.3325   0.6006       21300.0
## 788         0.50738857  23057.998  0.6857   0.8907       21175.5
## 789         0.59427099  16349.125  0.6312   0.9291       19180.0
## 790         0.56081486  14553.629  0.7615   0.6583       15330.0
## 791         0.39958377  34507.092  0.6621   0.8897       35000.0
## 792         0.41881760  27437.153  0.2091   0.1495       10000.0
## 793         0.35049161  32792.028  0.4483   0.5677       18373.0
## 794         0.52367531  17679.941  0.5000   0.6500       18772.0
## 795         0.50636381  15613.646  0.6490   0.7644       12125.0
## 796         0.58345324  14255.411  0.7820   0.6441        9498.0
## 797         0.31238324  45521.185  0.2579   0.3972       19000.0
## 798         0.41584158  42813.190  0.3902   0.4655       14200.0
## 799         0.38873640  11542.372  0.9049   0.2652        5500.0
## 800         0.51173226  13603.238  0.7421   0.8281       14144.0
## 801         0.19159664  69686.909  0.2410   0.5296       24395.0
## 802         0.48472615   6765.773  0.9140   0.3808        5500.0
## 803         0.48123324  19560.878  0.5230   0.2870        7882.0
## 804         0.46798030  27052.554  0.5918   0.5755        8750.0
## 805         0.57206871  20540.722  0.4679   0.0558        3395.0
## 806         0.57809331  23343.621  0.6489   0.7660        9507.0
## 807         0.50685683  20408.662  0.3248   0.0887        5500.0
## 808         0.41495829  38351.321  0.4270   0.6414       23228.0
## 809         0.51060516  22412.463  0.6780   0.8898       39007.5
## 810         0.52002590  17006.545  0.2372   0.2895       32639.0
## 811         0.55095541  15544.102  0.8500   0.7447       24854.0
## 812         0.42644979  13257.585  0.5916   0.5130       11750.0
## 813         0.43003953  25647.784  0.4207   0.4459       10999.0
## 814         0.55655458  13977.151  0.6767   0.7876        9500.0
## 815         0.55847953  19108.751  0.5413   0.2732        8750.0
## 816         0.44750074  30428.211  0.2428   0.1835        9862.0
## 817         0.49822064   9427.405  0.9078   0.9078        5500.0
## 818         0.56269758  15896.818  0.6644   0.7379       16004.0
## 819         0.52623421  14933.859  0.8137   0.8039       17800.0
## 820         0.53993176  16576.060  0.5929   0.6657       29213.0
## 821         0.39022052  23473.154  0.7058   0.8600       31000.0
## 822         0.53993176  16576.060  0.4374   0.5064       29213.0
## 823         0.49467645  19491.272  0.5223   0.1318        6500.0
## 824         0.49600501  28320.605  0.5310   0.3668       15000.0
## 825         0.51060516  22412.463  0.5514   0.7492       39007.5
## 826         0.55315421  17895.053  0.2715   0.0220       14000.0
## 827         0.52231043  14604.324  0.6627   0.8239       30992.0
## 828         0.57203647  16191.779  0.9145   0.9003        7938.0
## 829         0.32127940  50178.178  0.4640   0.5289       21250.0
## 830         0.34573601  62628.701  0.4073   0.5289       21500.0
## 831         0.37360838  46615.140  0.2932   0.4127       18500.0
## 832         0.50567939  20438.010  0.4454   0.5623        8708.0
## 833         0.60178777  12627.314  0.9505   0.9329        8456.0
## 834         0.55791789  14747.509  0.8099   0.9160       20000.0
## 835         0.37527086  32020.599  0.4272   0.4849       18593.0
## 836         0.12421384 107203.715  0.1689   0.5779       25000.0
## 837         0.57480315  15458.127  0.5783   0.5582       11622.0
## 838         0.44887526   2192.738  0.9324   0.2242        8250.0
## 839         0.53508772  15660.072  0.5812   0.7094       15823.0
## 840         0.13255814  58478.994  0.1904   0.4661       21790.0
## 841         0.68493151  13043.457  0.8036   0.7130        8565.0
## 842         0.57345972  17880.405  0.8333   0.8333       14099.0
## 843         0.53993176  16576.060  0.7935   0.8093       29213.0
## 844         0.56076854  13036.935  0.5940   0.5660       14350.0
## 845         0.53993176  16576.060  0.5344   0.6482       29213.0
## 846         0.48196721  14808.623  0.3538   0.2353        7500.0
## 847         0.52367531  17679.941  0.7101   0.8218       18772.0
## 848         0.49729163  18010.840  0.3581   0.1818        8385.0
## 849         0.49655172  21266.269  0.6443   0.4027        9499.5
## 850         0.29981025  74327.831  0.3230   0.7040       26000.0
## 851         0.47500000  13579.325  0.7176   0.6235       15324.0
## 852         0.42753623  20065.505  0.4960   0.5094        7917.0
## 853         0.62288786  13129.690  0.6750   0.6650       21693.5
## 854         0.51714286   9548.354  0.7173   0.7002        9500.0
## 855         0.32441860  53418.099  0.3875   0.6980       25379.0
## 856         0.53839442  14400.844  0.7580   0.7707        9500.0
## 857         0.54938272  17070.542  0.6973   0.8694       13280.0
## 858         0.59084195  15600.475  0.8744   0.9397       10771.0
## 859         0.49074074  18302.996  0.5793   0.5867       10876.0
## 860         0.54374276  13711.934  0.8667   0.9429       23036.0
## 861         0.60299625  11398.868  0.6398   0.7520       12125.0
## 862         0.57212714  11836.394  0.6107   0.6309        9500.0
## 863         0.32904057  43617.686  0.3303   0.4444       12000.0
## 864         0.53993176  16576.060  0.7647   0.8824       29213.0
## 865         0.35691264  33659.029  0.3540   0.4179       15000.0
## 866         0.52367531  17679.941  0.6818   0.8636       18772.0
## 867         0.56079607  13276.551  0.8496   0.8088       19852.0
## 868         0.40115607  18863.847  0.3579   0.3165       12000.0
## 869         0.28643076  62422.446  0.3736   0.7078       21502.0
## 870         0.48170732  24325.619  0.2519   0.1838       12000.0
## 871         0.51020408  11923.423  0.8841   0.7623        6128.0
## 872         0.50538525  20403.741  0.3638   0.1190        5075.0
## 873         0.54362416   9266.289  0.7708   0.8924       21821.5
## 874         0.43589744  24348.036  0.6162   0.8990        7500.0
## 875         0.58386908  18798.339  0.6921   0.7302       19500.0
## 876         0.37527086  32020.599  0.3890   0.4542       18593.0
## 877         0.36837294  36769.814  0.3966   0.7392       25000.0
## 878         0.40120968  15889.714  0.4874   0.8230       20000.0
## 879         0.20150188  73716.338  0.2029   0.5807       25000.0
## 880         0.39672131  56953.167  0.4023   0.7860       27500.0
## 881         0.45921450  19368.266  0.6612   0.8490        7917.0
## 882         0.56375475  18200.466  0.2278   0.0444        8250.0
## 883         0.37064990  36694.831  0.4296   0.5270       12000.0
## 884         0.52796053  25385.609  0.3337   0.2048       10375.0
## 885         0.51060516  22412.463  0.6613   0.8144       39007.5
## 886         0.49217294  18377.687  0.4767   0.2563        4500.0
## 887         0.48550855  17513.729  0.3944   0.3356       13000.0
## 888         0.54355401  52914.419  0.4466   0.6773       17344.5
## 889         0.49956009  29894.895  0.5407   0.7077       25000.0
## 890         0.47551656  18386.926  0.5572   0.9815        8607.0
## 891         0.60299625  11398.868  0.8263   0.8229       12125.0
## 892         0.61421477  20652.140  0.4471   0.1347        5751.5
## 893         0.36520376  46651.010  0.3715   0.7633       29500.0
## 894         0.51304348  17266.893  0.4874   0.5526        9500.0
## 895         0.53839442  14400.844  0.8719   0.9250        9500.0
## 896         0.56217617  19462.792  0.5069   0.5925        9500.0
## 897         0.53993176  16576.060  0.4991   0.6454       29213.0
## 898         0.62439024  14922.801  0.8213   0.9310       12125.0
## 899         0.47541684  20948.878  0.5640   0.5351       13500.0
## 900         0.54751131  24438.897  0.2876   0.3595       12000.0
## 901         0.48714070  26518.331  0.3160   0.1342        7000.0
## 902         0.35627530  39363.458  0.3934   0.4544       19569.0
## 903         0.38372093  35891.816  0.4179   0.5013       22000.0
## 904         0.42313006  24035.168  0.5874   0.8625       27000.0
## 905         0.36286408  39660.118  0.4233   0.7350       24925.0
## 906         0.61209068  17028.090  0.8412   0.8750        9500.0
## 907         0.35501066  42300.568  0.4633   0.6237       15000.0
## 908         0.54487179  13007.859  0.8938   0.8875        9500.0
## 909         0.51173226  13603.238  0.7206   0.7500       14144.0
## 910         0.68493151  13043.457  0.8364   0.6694        8565.0
## 911         0.46255299  17061.065  0.6185   0.2534        5730.0
## 912         0.51173226  13603.238  0.7220   0.8072       14144.0
## 913         0.43203884  22796.155  0.4402   0.4936        6333.0
## 914         0.45387454  41581.948  0.3479   0.5648       20696.0
## 915         0.27777778  36635.809  0.4152   0.7163       12000.0
## 916         0.47335423  31324.669  0.4224   0.6697       25015.0
## 917         0.42465753  22969.696  0.7444   0.9023       20000.0
## 918         0.46056210  20955.351  0.5466   0.6675        9500.0
## 919         0.56079607  13276.551  0.8711   0.8983       19852.0
## 920         0.52845036  16892.363  0.6028   0.7039        9500.0
## 921         0.42537961  20062.871  0.5076   0.1885       10985.0
## 922         0.38809344  33964.074  0.5188   0.6623       26135.0
## 923         0.38917090  43489.059  0.5331   0.8122       21985.0
## 924         0.37599294  23627.070  0.5406   0.8222       33499.0
## 925         0.53993176  16576.060  0.7044   0.7044       29213.0
## 926         0.52272727  13930.412  0.4517   0.3172       20744.0
## 927         0.46183109  21449.965  0.4748   0.4038       12000.0
## 928         0.49086162  16495.588  0.6757   0.7145       10500.0
## 929         0.54826216  28260.823  0.4541   0.6786       17949.5
## 930         0.30386216  62975.762  0.4581   0.5564       20832.0
## 931         0.56666667  15158.671  0.7344   0.8646       20000.0
## 932         0.63179916  11902.078  0.7504   0.6682        9500.0
## 933         0.31458616  63904.242  0.5692   0.7935       26500.0
## 934         0.46905371  28203.189  0.4261   0.4640        8000.0
## 935         0.53993176  16576.060  0.2835   0.4828       29213.0
## 936         0.35923423  26820.741  0.6423   0.8108       27480.0
## 937         0.55486173  18135.840  0.6852   0.7246       17141.5
## 938         0.61401952  10758.678  1.0000   1.0000        7900.0
## 939         0.70845352  18151.493  0.2831   0.0119        6562.5
## 940         0.52623421  14933.859  0.8669   0.8464       17800.0
## 941         0.56328321  12830.149  0.7651   0.5747        9500.0
## 942         0.55930233  15984.213  0.6395   0.6473       10109.0
## 943         0.51090343  21561.752  0.8015   0.9471       11773.0
## 944         0.50716332  14071.564  0.8033   0.8962       16167.0
## 945         0.46701164  36884.578  0.3777   0.7416       19250.0
## 946         0.56586826  12283.180  0.7778   0.8627       12610.0
## 947         0.39182156  27780.389  0.6000   0.7481       29500.0
## 948         0.70469468  16676.059  0.2888   0.0129        6000.0
## 949         0.56641404  11701.278  0.6639   0.5900        9500.0
## 950         0.48109244  22880.531  0.7287   0.8945       16500.0
## 951         0.57359413  15899.885  0.7108   0.7815       10119.0
## 952         0.49659864  19690.390  0.5902   0.6000        9500.0
## 953         0.24598930  74512.920  0.3155   0.8462       27000.0
## 954         0.47643785  24252.134  0.2302   0.2714       12000.0
## 955         0.52875318  16751.924  0.4277   0.4997        9500.0
## 956         0.56081486  14553.629  0.6835   0.7540       15330.0
## 957         0.56641404  11701.278  0.7428   0.6556        9500.0
## 958         0.40520846  25606.885  0.4501   0.3362        8250.0
## 959         0.53993176  16576.060  0.6944   0.7179       29213.0
## 960         0.54761905  16926.549  0.7756   0.6314       16300.0
## 961         0.45710338  21469.027  0.5012   0.3846        8127.0
## 962         0.60841424  10522.268  0.7182   0.5362        9500.0
## 963         0.48250460  15166.879  0.7150   0.6636       15463.0
## 964         0.30386216  62975.762  0.4763   0.6374       20832.0
## 965         0.21861925  50490.936  0.4954   0.7382       26725.0
## 966         0.44683808  26911.774  0.4781   0.6883        9833.0
## 967         0.20594480  94602.040  0.2382   0.6947       25250.0
## 968         0.63799283  22291.268  0.6231   0.7626        6333.0
## 969         0.68430493  12241.060  0.7837   0.8009        9500.0
## 970         0.37837838  42626.017  0.3434   0.5163       19750.0
## 971         0.43558282  34996.681  0.3361   0.3394        7250.0
## 972         0.39401077  44290.122  0.2540   0.2965       14294.0
## 973         0.35259869  37451.129  0.4608   0.5093       18333.0
## 974         0.49704807  18036.641  0.5353   0.4775       14750.0
## 975         0.21926489  73936.166  0.2095   0.4472       18813.0
## 976         0.31458616  63904.242  0.3432   0.7318       26500.0
## 977         0.42134831  16087.913  0.7135   0.3799       10866.5
## 978         0.52988048  13839.108  0.8355   1.0000       10530.0
## 979         0.38805970  23464.092  0.7021   0.8624       27722.0
## 980         0.56300268  12801.066  0.6022   0.6431       11177.0
## 981         0.51173226  13603.238  0.7945   0.8562       14144.0
## 982         0.55670103   9596.723  0.7561   0.6463        8973.0
## 983         0.28545941  66507.093  0.2884   0.6571       21449.0
## 984         0.53152040  13380.413  0.6958   0.7020       11289.0
## 985         0.52367531  17679.941  0.6361   0.7152       18772.0
## 986         0.56491037  24727.050  0.6738   0.8585       26146.0
## 987         0.37984496  30787.901  0.6140   0.5740       14975.0
## 988         0.24230769  92461.697  0.1784   0.5278       23000.0
## 989         0.65467626  12988.022  0.8283   0.8030       15274.0
## 990         0.47925124  22101.050  0.4014   0.2500       17125.0
## 991         0.53993176  16576.060  0.7258   0.8065       29213.0
## 992         0.54482759  15543.453  0.3618   0.3618        7350.5
## 993         0.52367531  17679.941  0.6934   0.8674       18772.0
## 994         0.55194805  11972.263  0.9130   0.8043        6152.0
## 995         0.38031915  32131.716  0.3514   0.4229       20880.0
## 996         0.47691039  16946.607  0.6544   0.7834       12228.0
## 997         0.45510057  30111.352  0.5977   0.6588       19500.0
## 998         0.56343284  10240.200  0.8608   0.5443        6510.0
## 999         0.38805970  23464.092  0.6180   0.8923       27722.0
## 1000        0.37119675  32003.865  0.4970   0.5912       18750.0
## 1001        0.57212714  11836.394  0.6436   0.5699        9500.0
## 1002        0.37657274  36852.967  0.3809   0.4516       15104.5
## 1003        0.46573604  50660.581  0.3881   0.6199       21030.0
## 1004        0.46333853  14735.918  0.8206   0.8752       33250.0
## 1005        0.26464208  70521.363  0.2741   0.6061       25000.0
## 1006        0.50723684  20955.877  0.4683   0.1910       11583.5
## 1007        0.41195477  30430.699  0.5193   0.6134        9500.0
## 1008        0.48076923  21024.965  0.6927   0.7969        9500.0
## 1009        0.52182815  17763.014  0.6651   0.8470       28250.0
## 1010        0.41237113  43521.800  0.3923   0.6295       25769.0
## 1011        0.40000000  24031.702  0.3464   0.5500       13666.0
## 1012        0.53903346  30312.993  0.3450   0.1866        6750.0
## 1013        0.35345582  56740.422  0.4004   0.7564       26500.0
## 1014        0.50790365  18466.274  0.4714   0.3978       11250.0
## 1015        0.52442159  10502.157  0.7598   0.6457       16013.5
## 1016        0.74137931  12680.687  0.3684   0.3158        6690.5
## 1017        0.58453922  19412.863  0.4638   0.0373        5200.0
## 1018        0.51173226  13603.238  0.8043   0.8505       14144.0
## 1019        0.51924722  20464.299  0.5888   0.5815        9500.0
## 1020        0.69916075   9906.248  0.4802   0.0605        5600.0
## 1021        0.53981959  15592.366  0.7498   0.8786       21000.0
## 1022        0.56242638  28826.039  0.5222   0.6424       16063.0
## 1023        0.37085427  38488.301  0.7619   0.8556       25000.0
## 1024        0.33903346  48336.877  0.4683   0.8702       23832.5
## 1025        0.64187163  18848.718  0.4538   0.0399        7000.0
## 1026        0.52192982  23911.374  0.5161   0.5056       16000.0
## 1027        0.51288056  20339.097  0.7606   0.8394       23719.0
## 1028        0.66831479   9457.962  0.8305   0.7598        7877.0
## 1029        0.58436945  12288.567  0.6975   0.8589       23000.0
## 1030        0.36261532  36610.266  0.3894   0.5453       19010.5
## 1031        0.61956522   3431.883  0.9749   0.9964       13300.0
## 1032        0.53152090  18928.569  0.6493   0.7271       20223.5
## 1033        0.55219415   8248.321  0.4757   0.3325       22319.5
## 1034        0.19561875  99728.303  0.1791   0.5256       26000.0
## 1035        0.57418747  21709.747  0.5254   0.3679        9500.0
## 1036        0.17446809  78207.480  0.2178   0.4738       24000.0
## 1037        0.50716332  14071.564  0.8035   0.8960       16167.0
## 1038        0.52367531  17679.941  0.7262   0.7679       18772.0
## 1039        0.39525623  37371.385  0.4603   0.5629       22000.0
## 1040        0.54107981  10574.879  0.7226   0.7591        9673.5
## 1041        0.47551656  18386.926  0.6435   0.9620        8607.0
## 1042        0.52367531  17679.941  0.7830   0.8681       18772.0
## 1043        0.32325846  52536.326  0.2952   0.4971       21680.0
## 1044        0.47550777  14618.958  0.5000   0.6392        6333.0
## 1045        0.51351351  12638.023  0.6216   0.7568        9500.0
## 1046        0.15091211  93651.319  0.2028   0.6936       25000.0
## 1047        0.33985765  40098.873  0.4035   0.7017       25477.0
## 1048        0.57920000   6517.101  0.9457   0.9699        9451.0
## 1049        0.39524349  32502.941  0.3923   0.7215       27000.0
## 1050        0.52427184  19467.178  0.6324   0.7537        7067.0
## 1051        0.58110157  13829.325  0.7896   0.5586        9500.0
## 1052        0.47252301  14519.735  0.5849   0.4539       11000.0
## 1053        0.36986301  35224.947  0.3471   0.6777        9500.0
## 1054        0.53361892  13186.935  0.8951   0.9167       17886.5
## 1055        0.20671463  98910.308  0.1617   0.5809       25315.0
## 1056        0.51186645  13539.108  0.5236   0.1716       10500.0
## 1057        0.50764526  17150.928  0.5901   0.7050        8562.0
## 1058        0.24678587  70939.557  0.3784   0.4444       21380.5
## 1059        0.24883721  72598.635  0.2557   0.5556       23000.0
## 1060        0.42539219  24727.133  0.6195   0.0923       11855.5
## 1061        0.65632458  14728.543  0.8516   0.9024       25833.0
## 1062        0.51619433  23003.733  0.5093   0.2936        8950.5
## 1063        0.52367531  17679.941  0.7474   0.7053       18772.0
## 1064        0.51738865  12188.612  0.8751   0.8870       16500.0
## 1065        0.49690722  16344.538  0.5556   0.4837        7909.0
## 1066        0.45491803  37915.711  0.4441   0.8562       20979.5
## 1067        0.52062952  18063.486  0.6971   0.6096       18301.0
## 1068        0.39295909  25918.435  0.7961   0.8991       29750.0
## 1069        0.55323690  18558.122  0.3731   0.2498        7882.0
## 1070        0.51050584  21885.091  0.4466   0.6034       13125.0
## 1071        0.63080408  16371.532  0.5615   0.4047       10595.0
## 1072        0.51052632  27951.356  0.4508   0.7617       10679.0
## 1073        0.53370562  14186.944  0.4176   0.4920        9500.0
## 1074        0.37824870  23393.073  0.6049   0.8026       31000.0
## 1075        0.37815999  34637.986  0.4582   0.7771       24250.0
## 1076        0.61897041  11730.782  0.8176   0.6628       24389.0
## 1077        0.52941176  15246.077  0.4857   0.6057       16842.0
## 1078        0.54358974  10960.575  0.9507   0.9754       24498.5
## 1079        0.21513002  65797.957  0.2639   0.5573       24000.0
## 1080        0.46333333  23908.656  0.6139   0.6584        9144.0
## 1081        0.51155624  16528.872  0.7764   0.8540       23292.0
## 1082        0.46653144  14025.520  0.8759   0.0744        6200.0
## 1083        0.51060516  22412.463  0.5911   0.8229       39007.5
## 1084        0.33076923  40499.804  0.4622   0.9388       16875.0
## 1085        0.21943603  33047.772  0.4421   0.3057       10313.5
## 1086        0.40259740  27973.867  0.5574   0.4508        5427.0
## 1087        0.46310285  23214.998  0.2190   0.3264       10556.0
## 1088        0.52367531  17679.941  0.6849   0.8546       18772.0
## 1089        0.46877155  20873.879  0.4398   0.3731       14534.0
## 1090        0.55068493  15199.544  0.6712   0.6210        9500.0
## 1091        0.58075041  25608.751  0.6902   0.9066       19500.0
## 1092        0.33430233  20004.315  0.6417   0.8730       12700.0
## 1093        0.69916075   9906.248  0.8188   0.6602        5600.0
## 1094        0.55655458  13977.151  0.6670   0.7979        9500.0
## 1095        0.38893728  61100.586  0.2760   0.5591       22675.0
## 1096        0.45031871  33496.950  0.3731   0.4138       19187.5
## 1097        0.52844501  21796.726  0.4614   0.6311        9500.0
## 1098        0.44938092  26409.770  0.3644   0.3886       12500.0
## 1099        0.55219415   8248.321  0.3232   0.2593       22319.5
## 1100        0.52367531  17679.941  0.6522   0.6304       18772.0
## 1101        0.24517594  76764.004  0.2430   0.6815       27000.0
## 1102        0.28955224  59639.811  0.3170   0.8300       17250.0
## 1103        0.31458616  63904.242  0.4370   0.6325       26500.0
## 1104        0.36675070  36703.343  0.4417   0.5608       22500.0
## 1105        0.29701230  65329.063  0.2997   0.6990       26000.0
## 1106        0.46928251  26895.608  0.2366   0.1416        8750.0
## 1107        0.56076854  13036.935  0.4030   0.4328       14350.0
## 1108        0.40277778  25467.349  0.2975   0.4294        9562.5
## 1109        0.59219858  15748.803  0.8785   0.8232       11087.0
## 1110        0.52875318  16751.924  0.5603   0.6108        9500.0
## 1111        0.63779528  14498.837  0.8071   0.7716        8040.0
## 1112        0.15389258  95986.798  0.2023   0.5346       25001.0
## 1113        0.50760719  25345.067  0.6022   0.6602       11400.0
## 1114        0.38949455  22007.572  0.7708   0.8743       31000.0
## 1115        0.54471545  12763.022  0.6705   0.6410        9341.0
## 1116        0.53361892  13186.935  0.8798   0.8550       17886.5
## 1117        0.74509804  10999.982  0.7455   0.5212        4230.0
## 1118        0.47135843  19165.650  0.9702   0.9636        7600.0
## 1119        0.41878841  30164.081  0.6888   0.9126       27797.0
## 1120        0.47867299  21780.204  0.6699   0.7524        9500.0
## 1121        0.53593571  21943.442  0.4004   0.1836       10495.5
## 1122        0.58629639   6679.337  0.7797   0.6879       25300.0
## 1123        0.49526066  15742.197  0.6736   0.6563       18000.0
## 1124        0.64285714  18194.535  0.9255   0.9729       18765.0
## 1125        0.39182156  27780.389  0.6231   0.8148       29500.0
## 1126        0.38148148  34971.039  0.8923   0.9076       28463.0
## 1127        0.62630480  12353.240  0.8557   0.8680        7332.0
## 1128        0.52182815  17763.014  0.8428   0.9251       28250.0
## 1129        0.41924279  16549.429  0.6540   0.7865       15042.0
## 1130        0.51126516  26808.097  0.3075   0.1601        7000.0
## 1131        0.54035201  17222.638  0.6803   0.3975       26048.0
## 1132        0.48366013  18777.686  0.6234   0.8312        5877.0
## 1133        0.56617647  15696.170  0.5714   0.4416        3483.0
## 1134        0.52623421  14933.859  0.5964   0.8643       17800.0
## 1135        0.52367531  17679.941  0.7179   0.7667       18772.0
## 1136        0.49612745  16074.637  0.7084   0.8523        9791.0
## 1137        0.54374276  13711.934  0.8180   0.9694       23036.0
## 1138        0.53152090  18928.569  0.7407   0.7514       20223.5
## 1139        0.51391162  20595.514  0.4471   0.4353        7481.0
## 1140        0.49345279  28920.604  0.6566   0.7663       18000.0
## 1141        0.51603053  18038.197  0.6919   0.8239       22450.0
## 1142        0.52231043  14604.324  0.7911   0.8667       30992.0
## 1143        0.48648649  22043.442  0.4830   0.4694       14777.0
## 1144        0.63792010   9451.071  0.9068   0.8638       15418.0
## 1145        0.23229814  70594.374  0.3219   0.7060       27000.0
## 1146        0.49432405  18853.757  0.6290   0.6615       13333.5
## 1147        0.46220220  30582.431  0.2999   0.6338       21500.0
## 1148        0.51173226  13603.238  0.6832   0.7327       14144.0
## 1149        0.51973684  26503.217  0.3244   0.3682        9000.0
## 1150        0.51323275  19827.370  0.4123   0.1780        6124.0
## 1151        0.50636381  15613.646  0.4814   0.5959       12125.0
## 1152        0.40212766  60261.857  0.4618   0.8267       23015.0
## 1153        0.46772713  17101.059  0.4127   0.2602       12001.0
## 1154        0.39816459  24869.524  0.2598   0.1226        9301.0
## 1155        0.47118124  20280.459  0.5592   0.1606       10351.0
## 1156        0.36401425  27919.745  0.7170   0.8820       31000.0
## 1157        0.59649123  19127.142  0.3856   0.1923        7750.0
## 1158        0.34253521  52012.964  0.3782   0.7194       25000.0
## 1159        0.38873640  11542.372  0.9386   0.5938        5500.0
## 1160        0.65632458  14728.543  0.7902   0.8997       25833.0
## 1161        0.60689655   8427.449  0.7220   0.7095       12663.0
## 1162        0.53535354  21868.377  0.3968   0.5397        9715.0
## 1163        0.58469945   9979.353  0.8285   0.7299       11024.0
## 1164        0.49086162  16495.588  0.7131   0.7295       10500.0
## 1165        0.27176080  84102.653  0.2354   0.7466       27000.0
## 1166        0.52367531  17679.941  0.8238   0.8135       18772.0
## 1167        0.48656470  22838.303  0.5981   0.4494       12900.0
## 1168        0.53361892  13186.935  0.4344   0.6742       17886.5
## 1169        0.46905222  21696.703  0.6412   0.6947       22000.0
## 1170        0.48306916  13895.629  0.2605   0.0414        9000.0
## 1171        0.56641404  11701.278  0.7919   0.6348        9500.0
## 1172        0.55568054  20099.423  0.3500   0.1594        6252.0
## 1173        0.57077303  16119.419  0.7341   0.7231        9916.0
## 1174        0.31539611  71998.810  0.3389   0.8119       27500.0
## 1175        0.59385327  14444.787  0.6709   0.6543        8105.0
## 1176        0.53163339  24674.696  0.4292   0.2120        5881.5
## 1177        0.32127940  50178.178  0.4251   0.6774       21250.0
## 1178        0.27941176  56292.298  0.3478   0.5814       19500.0
## 1179        0.13872832  48072.707  0.3342   0.6384       24000.0
## 1180        0.16263941  81148.779  0.2583   0.7017       27000.0
## 1181        0.49611134  27531.985  0.2760   0.1154        8000.0
## 1182        0.28160112  47402.096  0.3155   0.4664       18979.5
## 1183        0.54779412  24939.089  0.5711   0.8392        9500.0
## 1184        0.53964194  12730.738  0.5963   0.4058        7338.0
## 1185        0.34404537  50563.641  0.4312   0.7844       26000.0
## 1186        0.50612960  21619.530  0.3808   0.2234        8837.0
## 1187        0.09692898 111402.273  0.0743   0.2348       19000.0
## 1188        0.55416903  16506.494  0.4398   0.1434        6750.0
## 1189        0.08997050 118358.566  0.1011   0.3571       21500.0
## 1190        0.65330444  14214.340  0.9692   1.0000        6887.0
## 1191        0.32913843  35551.990  0.3330   0.3181       14999.0
## 1192        0.49803922  21099.639  0.5759   0.6563        8999.0
## 1193        0.50880626  14377.961  0.8069   0.9728       20832.0
## 1194        0.22121711  51047.742  0.2588   0.4927       27000.0
## 1195        0.44444444  27041.260  0.4651   0.7110       21044.5
## 1196        0.55001389  14476.063  0.7917   0.9583       24608.0
## 1197        0.56437934  15127.893  0.7492   0.8328       10796.0
## 1198        0.44198286  15705.317  0.7121   0.4967        6750.0
## 1199        0.19189100 110625.284  0.1111   0.4679       23250.0
## 1200        0.53623188  13823.419  0.6452   0.5968       12296.0
## 1201        0.52367531  17679.941  0.8202   0.8657       18772.0
## 1202        0.23939808  65919.178  0.2533   0.5275       25250.0
## 1203        0.37588652  33538.044  0.5868   0.7257       24250.0
## 1204        0.41087662  31902.515  0.2961   0.3125       10000.0
## 1205        0.43648520  32198.798  0.5217   0.7383       25000.0
## 1206        0.43466866  35491.246  0.4309   0.5273       21090.0
## 1207        0.51681794  33712.206  0.3795   0.4750       24000.0
## 1208        0.57142857  16115.191  0.8344   0.8344       35181.0
## 1209        0.55930233  15984.213  0.6063   0.7282       10109.0
## 1210        0.56744186   7204.110  0.8333   0.5909        6336.0
## 1211        0.30257836  61943.281  0.2165   0.3659       18687.0
## 1212        0.54826216  28260.823  0.4567   0.7017       17949.5
## 1213        0.55763240  10963.836  0.9119   0.1416        9250.0
## 1214        0.44338336  26784.916  0.4621   0.5414        9347.0
## 1215        0.54687500  20447.249  0.7749   0.9421       29500.0
## 1216        0.56076854  13036.935  0.5486   0.5607       14350.0
## 1217        0.43333333  23941.936  0.4116   0.5773        9833.0
## 1218        0.36888112  52994.478  0.4503   0.8965       22974.0
## 1219        0.37820513  31220.443  0.6137   0.7695       11122.5
## 1220        0.37245787  27437.679  0.4491   0.4650       17836.5
## 1221        0.47022963  17299.557  0.7099   0.8664       23500.0
## 1222        0.19767442  71328.241  0.2164   0.6012       25000.0
## 1223        0.55655458  13977.151  0.6839   0.8393        9500.0
## 1224        0.53448276  22780.260  0.5594   0.3105       10250.0
## 1225        0.51483871  17224.428  0.6438   0.7382       12750.0
## 1226        0.49769585  18881.915  0.7897   0.7944       23361.0
## 1227        0.57082452  13721.857  0.9085   0.9634       12125.0
## 1228        0.38230088  42194.672  0.4700   0.6832       26622.0
## 1229        0.22070845  72492.370  0.2983   0.7684       25500.0
## 1230        0.33054393  32991.177  0.3830   0.5013       13074.5
## 1231        0.34219769  50436.873  0.3951   0.6484       21000.0
## 1232        0.33693844  43653.811  0.4956   0.8396       12000.0
## 1233        0.39925307  40934.404  0.4571   0.6123       23684.5
## 1234        0.47177074  23181.280  0.3369   0.3237        9950.0
## 1235        0.44767442  26573.326  0.3241   0.3426       11625.0
## 1236        0.49683544  17149.933  0.8164   0.9673        9500.0
## 1237        0.17571059  77455.307  0.2676   0.7086       27000.0
## 1238        0.58454106  16267.463  0.6962   0.8345       24500.0
## 1239        0.52496799   9133.536  0.8045   0.8835       24040.0
## 1240        0.46069315  12734.952  0.5750   0.5197        9457.0
## 1241        0.30526316  57071.258  0.4252   0.8162       14000.0
## 1242        0.65662651   6233.685  0.9432   0.9773       15717.0
## 1243        0.31250000  56633.975  0.4943   0.8682       24607.0
## 1244        0.39444444  36335.076  0.2155   0.2779       11676.0
## 1245        0.23690037  67753.149  0.3232   0.6991       25000.0
## 1246        0.49612745  16074.637  0.6294   0.8372        9791.0
## 1247        0.47422680  18035.915  0.6443   0.1456        5500.0
## 1248        0.39673105  41955.771  0.5422   0.8155       20000.0
## 1249        0.57894737  27653.160  0.6071   0.6905        8603.0
## 1250        0.57203647  16191.779  0.8859   0.8826        7938.0
## 1251        0.30000000  66707.729  0.2892   0.7642       27000.0
## 1252        0.33944954  52073.893  0.1893   0.8930       23750.5
## 1253        0.36936937  40182.542  0.5163   0.8547       27000.0
## 1254        0.53673835  18468.820  0.4727   0.6379       26583.0
## 1255        0.20431558  66280.842  0.2725   0.5739       26000.0
## 1256        0.53094101  21833.660  0.5815   0.8431       23000.0
## 1257        0.53993176  16576.060  0.3942   0.4585       29213.0
## 1258        0.29977117  69954.255  0.3505   0.8340       26500.0
## 1259        0.55329949  15024.975  0.5469   0.4375        8827.0
## 1260        0.50967937  14922.801  0.5829   0.4392        9500.0
## 1261        0.33702882  29447.269  0.4689   0.4930        9500.0
## 1262        0.25560312  74733.413  0.2664   0.5931       21500.0
## 1263        0.30073350  42209.713  0.5545   0.7384       12000.0
## 1264        0.52367531  17679.941  0.6985   0.8015       18772.0
## 1265        0.47213483  22901.524  0.2526   0.4618       25000.0
## 1266        0.53993176  16576.060  0.4595   0.5192       29213.0
## 1267        0.42381164  18366.950  0.3242   0.1384        8505.0
## 1268        0.52367531  17679.941  0.6907   0.7795       18772.0
## 1269        0.45288641  23786.969  0.3228   0.1027        7600.0
## 1270        0.54645814  14371.340  0.8914   0.9359        9500.0
## 1271        0.52247400  22348.862  0.2423   0.0559        6889.5
## 1272        0.18155620  59843.529  0.2750   0.5248       25000.0
## 1273        0.57082452  13721.857  0.8628   0.9651       12125.0
## 1274        0.25123803  74082.244  0.2272   0.5702       22250.0
## 1275        0.44353676  21460.834  0.1657   0.0854        9342.0
## 1276        0.57314665  15441.059  0.6116   0.4582       10000.0
## 1277        0.50000000  17545.068  0.4233   0.6012        9833.0
## 1278        0.44895055  36502.087  0.3562   0.4348       21559.5
## 1279        0.51173226  13603.238  0.8904   0.9178       14144.0
## 1280        0.56217617  19462.792  0.6108   0.6088        9500.0
## 1281        0.57826087  13658.673  0.7206   0.6471       16500.0
## 1282        0.63414634  24213.901  0.5776   0.5176        7813.0
## 1283        0.49612745  16074.637  0.5152   0.6667        9791.0
## 1284        0.63465553  17705.406  0.7346   0.8342       27168.0
## 1285        0.57856746  12985.823  0.8040   0.7250        9020.0
## 1286        0.52367531  17679.941  0.7247   0.8546       18772.0
## 1287        0.66831479   9457.962  0.7037   0.7493        7877.0
## 1288        0.48181818  25005.393  0.4295   0.4765        6333.0
## 1289        0.61007311  10300.526  0.9019   0.7495       25798.0
## 1290        0.37971391  61927.072  0.3519   0.7307       27000.0
## 1291        0.56171491  16674.878  0.6396   0.3639        9750.0
## 1292        0.28739316  50844.977  0.3380   0.5083       24500.0
## 1293        0.57949527   5815.340  0.8131   0.8242       14750.0
## 1294        0.68493151  13043.457  0.7418   0.5991        8565.0
## 1295        0.65527344  13146.599  0.8924   0.9611       12579.5
## 1296        0.53993176  16576.060  0.7628   0.7555       29213.0
## 1297        0.48621554  16780.086  0.8067   0.8161       16500.0
## 1298        0.47925124  22101.050  0.5199   0.3953       17125.0
## 1299        0.44318182  36581.473  0.4758   0.8468       31250.0
## 1300        0.36697248  44542.324  0.4469   0.7352       29062.5
## 1301        0.15748032  74174.878  0.2198   0.5725       22263.0
## 1302        0.53370562  14186.944  0.6271   0.7167        9500.0
## 1303        0.59219858  15748.803  0.8681   0.9560       11087.0
## 1304        0.53345499  21797.779  0.5719   0.4291        9766.5
## 1305        0.53993176  16576.060  0.7165   0.7468       29213.0
## 1306        0.32922611  70552.226  0.2923   0.6487       23299.0
## 1307        0.50028043  12060.061  0.4884   0.1320        9000.0
## 1308        0.55735493  21706.724  0.3522   0.1086        8379.5
## 1309        0.41685649  34324.611  0.4764   0.7047       27997.5
## 1310        0.53361892  13186.935  0.9430   0.9002       17886.5
## 1311        0.40700219  47527.095  0.2874   0.5320       22250.0
## 1312        0.35977337  41646.127  0.5682   0.7270       21390.0
## 1313        0.58776897  22508.658  0.8231   0.7699       32025.0
## 1314        0.54109589  10649.691  0.4372   0.5302       12212.0
## 1315        0.26477078  74015.720  0.2103   0.5165       20766.0
## 1316        0.49137931   9828.826  0.8564   0.8960        9500.0
## 1317        0.51205674  22591.211  0.3567   0.0221        4000.0
## 1318        0.54883227  27560.824  0.5259   0.6131       12866.0
## 1319        0.52644526  20993.810  0.9303   0.8878       41575.0
## 1320        0.29319372  58774.698  0.3225   0.7290       19500.0
## 1321        0.52367531  17679.941  0.8519   0.8889       18772.0
## 1322        0.26216968  49514.886  0.2972   0.5918       22125.0
## 1323        0.45825932  18026.057  0.6138   0.6390        9500.0
## 1324        0.38383838  36827.152  0.6246   0.6372       16237.5
## 1325        0.50362319  21224.965  0.1372   0.0324        4500.0
## 1326        0.39440994  39974.934  0.5230   0.8033       21390.0
## 1327        0.38805970  23464.092  0.5667   0.6557       27722.0
## 1328        0.44506816  34788.779  0.2250   0.1668        8425.0
## 1329        0.54074728  20334.490  0.4445   0.2981        9700.0
## 1330        0.40264650  13787.813  0.6461   0.8139        9497.0
## 1331        0.54987080  11017.917  0.5567   0.4412       23125.0
## 1332        0.60330579  19427.085  0.8333   0.8542        6334.0
## 1333        0.31458616  63904.242  0.5868   0.7404       26500.0
## 1334        0.46868009  60152.462  0.3332   0.7651       24440.0
## 1335        0.51173226  13603.238  0.6602   0.7379       14144.0
## 1336        0.13925234  80153.491  0.2629   0.6865       27000.0
## 1337        0.25538724  69368.867  0.1974   0.3576       18500.0
## 1338        0.40315877  35741.846  0.5318   0.6915       16150.0
## 1339        0.56641404  11701.278  0.7265   0.6679        9500.0
## 1340        0.52324324  12942.450  0.8972   0.6228        5569.0
## 1341        0.53361892  13186.935  0.8286   0.7736       17886.5
## 1342        0.35542668  41139.397  0.4111   0.5873       22000.0
## 1343        0.50734938  18984.751  0.4899   0.5998       17100.0
## 1344        0.47636364  21527.507  0.5135   0.3961       14750.0
## 1345        0.33906589  51316.887  0.3601   0.6004       20909.0
## 1346        0.31578947  45570.182  0.2653   0.4303       12000.0
## 1347        0.56616052  15125.785  0.6604   0.7594        9500.0
## 1348        0.29925651  54433.606  0.2535   0.5037       20838.0
## 1349        0.34443022  55364.273  0.4045   0.6630       20000.0
## 1350        0.31204162  30381.472  0.5147   0.5945       20797.0
## 1351        0.46280992  19096.106  0.3506   0.4138        6500.0
## 1352        0.53219697  11285.851  0.6756   0.6221        9500.0
## 1353        0.52185792  13838.021  0.6568   0.6436       10988.0
## 1354        0.36111111  41462.975  0.5393   0.6472       25750.0
## 1355        0.49635037  29571.938  0.6474   0.7981       26625.0
## 1356        0.17724868  69427.059  0.2971   0.5336       20500.0
## 1357        0.43346926  36228.180  0.4363   0.6111       20500.0
## 1358        0.52367531  17679.941  0.6939   0.7848       18772.0
## 1359        0.25752508  31708.643  0.4051   0.5692        8375.0
## 1360        0.52367531  17679.941  0.8458   0.8822       18772.0
## 1361        0.34361332  37365.156  0.3617   0.3868       15100.0
## 1362        0.46920122  20653.227  0.4536   0.4031        8750.5
## 1363        0.62135922  10302.700  0.6304   0.8727        9500.0
## 1364        0.18648649  86417.705  0.2383   0.6563       25500.0
## 1365        0.34639175  56500.994  0.4071   0.7553       25000.0
## 1366        0.50912343  17678.232  0.3122   0.1174        9587.0
## 1367        0.15483871  95824.949  0.1836   0.6063       27000.0
## 1368        0.57082452  13721.857  0.9474   0.9825       12125.0
## 1369        0.47661361  34405.378  0.2779   0.1711        7016.5
## 1370        0.67283951  14656.498  0.6008   0.5810        9184.0
## 1371        0.52367531  17679.941  0.6818   0.7027       18772.0
## 1372        0.43938767  20285.304  0.3843   0.2266        6250.0
## 1373        0.61303462  17046.144  0.3867   0.3287       12236.5
## 1374        0.51176742  18558.710  0.4532   0.3652       17240.5
## 1375        0.30539242  58780.699  0.3444   0.8397       25000.0
## 1376        0.51243781  14431.401  0.9751   0.9938       13000.0
## 1377        0.57771536  10981.504  0.8000   0.8885       25250.0
## 1378        0.47627119  17645.330  0.9035   0.8959       21406.0
## 1379        0.32024978  60767.834  0.3651   0.7498       27000.0
## 1380        0.47131148  19326.055  0.6283   0.7105        7917.0
## 1381        0.53152090  18928.569  0.6054   0.6452       20223.5
## 1382        0.69916075   9906.248  0.6388   0.4074        5600.0
## 1383        0.40259740  29219.517  0.4190   0.6952       23530.5
## 1384        0.74137931  12680.687  0.5366   0.4878        6690.5
## 1385        0.49293405  22067.355  0.3025   0.0659        9000.0
## 1386        0.44086022  26465.174  0.5000   0.6143       13125.0
## 1387        0.28898905  55616.106  0.2435   0.4923       19107.0
## 1388        0.57754658  15490.904  0.6347   0.6753        9065.5
## 1389        0.50549652  14554.324  0.7279   0.0824        6626.0
## 1390        0.46478873  13713.021  0.5872   0.4862        4878.0
## 1391        0.24537815  66289.564  0.2980   0.6232       27000.0
## 1392        0.48567144  20020.197  0.4649   0.2183        8500.0
## 1393        0.43905130  53307.521  0.4032   0.7095       21807.0
## 1394        0.42840713  19868.445  0.1182   0.0164        6748.5
## 1395        0.44483986  19447.794  0.7365   0.7365        9833.0
## 1396        0.45817593  15127.692  0.3299   0.2672       11461.5
## 1397        0.31458616  63904.242  0.5241   0.7803       26500.0
## 1398        0.49612745  16074.637  0.5968   0.6855        9791.0
## 1399        0.69916075   9906.248  0.4970   0.2071        5600.0
## 1400        0.46711074  19709.520  0.8465   0.9168       32000.0
## 1401        0.56190476  13174.870  0.8225   0.6894       12016.5
## 1402        0.23269690  71771.153  0.1693   0.4280       19970.5
## 1403        0.20268757  79913.735  0.3064   0.8233       27000.0
## 1404        0.41464646  21257.761  0.7430   0.8702       34750.0
## 1405        0.52367531  17679.941  0.6500   0.8063       18772.0
## 1406        0.51632970  27662.815  0.2938   0.2515        7491.0
## 1407        0.47058824  14287.625  0.1521   0.0981        5716.0
## 1408        0.36884079  42274.226  0.4192   0.6760       24891.0
## 1409        0.41902394  47947.747  0.3660   0.6016       23000.0
## 1410        0.27777778  32956.405  0.4701   0.7308       23000.0
## 1411        0.31340206  56263.661  0.4324   0.7263       25000.0
## 1412        0.51822917  16536.682  0.6046   0.7653       12659.0
## 1413        0.44767442  26573.326  0.1384   0.2111       11625.0
## 1414        0.59563203  17949.970  0.5523   0.1510        5000.0
## 1415        0.69916075   9906.248  0.8043   0.7189        5600.0
## 1416        0.36589790  27964.668  0.4074   0.5246       18500.0
## 1417        0.21470245  67760.863  0.2685   0.5489       21300.0
## 1418        0.15355233  69244.994  0.1913   0.4309       26500.0
## 1419        0.28870891  54858.253  0.4261   0.7315       23306.0
## 1420        0.44058259  17379.479  0.5056   0.2575       13834.0
## 1421        0.41303920  31357.013  0.2449   0.2893       17286.0
## 1422        0.56744186   7204.110  0.9722   0.9722        6336.0
## 1423        0.19646643  65581.949  0.1768   0.3237       19500.0
## 1424        0.55753968  15293.637  0.5868   0.6281       10973.0
## 1425        0.59636364  17717.874  0.4695   0.8821       13750.0
## 1426        0.24802911  77056.156  0.6406   0.9286       25619.0
## 1427        0.45805369  52322.740  0.3445   0.6171       27000.0
## 1428        0.53839442  14400.844  0.6854   0.6033        9500.0
## 1429        0.18410042  92677.659  0.2151   0.7132       25000.0
## 1430        0.45339190  30556.471  0.5386   0.5943       19016.0
## 1431        0.21223471  69801.060  0.2834   0.5673       24972.0
## 1432        0.52002590  17006.545  0.3138   0.3546       32639.0
## 1433        0.38535032  35695.478  0.4396   0.8313       25750.0
## 1434        0.23347566  63072.768  0.2568   0.4583       18721.5
## 1435        0.29364005  54542.391  0.4543   0.7920       18940.0
## 1436        0.55131965  25821.696  0.7950   0.9433       20000.0
## 1437        0.54358974  10960.575  0.9000   1.0000       24498.5
## 1438        0.32432432  25956.712  0.5303   0.6439       12670.0
## 1439        0.31164384  48512.198  0.3899   0.7168       27000.0
## 1440        0.18215613  85588.989  0.2132   0.5670       25994.0
## 1441        0.50449102  24344.429  0.5740   0.4149       12500.0
## 1442        0.54625551  14201.201  0.6990   0.6888       11440.0
## 1443        0.33613445  17930.405  0.5449   0.6667       14250.0
## 1444        0.13317238  21904.867  0.3535   0.2014       11000.0
## 1445        0.59427099  16349.125  0.9498   0.9925       19180.0
## 1446        0.51173226  13603.238  0.6436   0.7660       14144.0
## 1447        0.43339233  32748.710  0.3869   0.3658       15000.0
## 1448        0.48302175  20433.118  0.6538   0.7587       27832.0
## 1449        0.22491311  73066.184  0.2050   0.4310       20500.0
## 1450        0.41621622  14049.977  0.8159   0.8657       34750.0
## 1451        0.62045455  15052.149  0.9156   0.9861        9500.0
## 1452        0.52815575  16010.849  0.7987   0.8475        9500.0
## 1453        0.59427099  16349.125  0.8474   0.8766       19180.0
## 1454        0.51060516  22412.463  0.6330   0.8777       39007.5
## 1455        0.41305916  33205.639  0.3784   0.4885       17537.5
## 1456        0.62847608      0.000  0.7754   0.5541        6372.0
## 1457        0.51565378  16923.388  0.7812   0.7885       26417.0
## 1458        0.68493151  13043.457  0.7902   0.6700        8565.0
## 1459        0.47258979  22784.202  0.8308   0.8658       19125.0
## 1460        0.64644714  10048.558  0.5538   0.6228        9500.0
## 1461        0.54489164  18966.502  0.7449   0.7119       16500.0
## 1462        0.53993176  16576.060  0.5702   0.7149       29213.0
## 1463        0.56076854  13036.935  0.4165   0.3918       14350.0
## 1464        0.47207365  54289.254  0.4426   0.8574       25000.0
## 1465        0.59375000  13043.457  0.8696   0.5776        6651.0
## 1466        0.36226415  23771.700  0.4108   0.4363       12000.0
## 1467        0.40313213  22095.268  0.3607   0.1874       10500.0
## 1468        0.50679432  40210.421  0.5245   0.8004       19584.0
## 1469        0.39814815  38600.712  0.5714   0.9099       29000.0
## 1470        0.16638370  81778.815  0.2349   0.5752       22528.0
## 1471        0.53280680  15052.027  0.5540   0.3047       17526.0
## 1472        0.47654042   8979.876  0.9902   0.2262        1750.0
## 1473        0.33110048  52271.653  0.4615   0.7744       26000.0
## 1474        0.31130990  78283.971  0.2488   0.5978       21500.0
## 1475        0.50703804  31019.941  0.5541   0.8312       18834.0
## 1476        0.51089918  18129.869  0.9602   0.9637       27375.0
## 1477        0.52941176  15246.077  0.4272   0.5874       16842.0
## 1478        0.34468085  43430.907  0.3771   0.5386       15995.0
## 1479        0.38789123  58721.344  0.3581   0.6250       21500.0
## 1480        0.31554103  60531.965  0.2827   0.5564       19500.0
## 1481        0.18318012  92963.918  0.2087   0.5590       23500.0
## 1482        0.50148368  16382.843  0.7465   0.7946       16862.0
## 1483        0.44167207  16437.635  0.3002   0.1328        9750.0
## 1484        0.57788945  20127.884  0.5811   0.1946        5845.0
## 1485        0.30899114  46778.577  0.3929   0.6629       27000.0
## 1486        0.50143678  13043.502  0.6796   0.6407       11744.0
## 1487        0.58306878  22529.043  0.4550   0.2882       13500.0
## 1488        0.38476562  59004.788  0.4020   0.7786       20925.0
## 1489        0.61011956  15222.725  0.8453   0.9013       17264.0
## 1490        0.31876413  43141.416  0.4198   0.6569       23187.5
## 1491        0.52367531  17679.941  0.7250   0.8743       18772.0
## 1492        0.42788462  40664.707  0.4443   0.8480       20335.0
## 1493        0.52230815  12818.457  0.8512   0.8915       15433.0
## 1494        0.37834490  51042.307  0.3719   0.6716       24551.0
## 1495        0.40974813  17608.290  0.5122   0.3886       12359.0
## 1496        0.50549451  29198.860  0.4312   0.6055        9075.0
## 1497        0.24802911  77056.156  0.4578   0.8261       25619.0
## 1498        0.57796976  13244.941  0.4291   0.4359        9500.0
## 1499        0.61685824  16956.494  0.8712   0.9652       12000.0
## 1500        0.38700565  48359.703  0.3531   0.5337       27000.0
## 1501        0.52062952  18063.486  0.8760   0.6362       18301.0
## 1502        0.30711610  40754.619  0.5020   0.8863       27000.0
## 1503        0.43825666  24813.980  0.8724   0.2258        5880.0
## 1504        0.52020202  24583.884  0.5581   0.3815        9808.0
## 1505        0.47784142  18025.128  0.5610   0.2018        8480.0
## 1506        0.53048780  14411.933  0.5576   0.4532        7940.0
## 1507        0.53877551  18843.747  0.4439   0.3466        7550.0
## 1508        0.52002590  17006.545  0.3064   0.3706       32639.0
## 1509        0.41338912  43698.841  0.2233   0.3467       19870.5
## 1510        0.47207365  54289.254  0.5546   0.8466       25000.0
## 1511        0.52231043  14604.324  0.7569   0.8874       30992.0
## 1512        0.63140312  17390.189  0.5518   0.3841        9500.0
## 1513        0.50731707  22034.203  0.5132   0.6118       48000.0
## 1514        0.52367531  17679.941  0.6735   0.7526       18772.0
## 1515        0.47022767  16303.289  0.3866   0.4028        9167.0
## 1516        0.49887206  23999.960  0.3571   0.0579       13313.0
## 1517        0.53030303  11232.590  0.7913   0.7826       12500.0
## 1518        0.43364929  50041.008  0.5594   0.8262       20975.0
## 1519        0.56375839  26026.169  0.9065   0.8879       28025.0
## 1520        0.64367816  15311.931  0.4615   0.6838       11980.0
## 1521        0.27052052  61612.682  0.3381   0.6467       25000.0
## 1522        0.42883129  27148.510  0.4202   0.5630       19319.0
## 1523        0.49768161  21371.033  0.7221   0.8748       24142.5
## 1524        0.47654042   8979.876  0.9746   0.1890        1750.0
## 1525        0.43285528  23181.280  0.7798   0.8895       32000.0
## 1526        0.62827988  15491.279  0.5147   0.5206        9500.0
## 1527        0.34026746  50028.188  0.3341   0.6807       22125.0
## 1528        0.53203152  28353.758  0.5894   0.7384       22492.0
## 1529        0.49206349  23173.875  0.7224   0.8055        6876.0
## 1530        0.43341214  31657.556  0.4086   0.4504       12066.0
## 1531        0.29368030  39056.457  0.5883   0.9828       21500.0
## 1532        0.43459128  21731.486  0.5370   0.4384       10187.0
## 1533        0.42872928  33456.910  0.5119   0.6404       23000.0
## 1534        0.56626506  27769.066  0.7746   0.7535       13709.5
## 1535        0.21647819 108099.256  0.1405   0.6158       24375.0
## 1536        0.61784599  21785.834  0.5804   0.0595        5979.0
## 1537        0.30132404  71017.274  0.2473   0.4880       18500.0
## 1538        0.66891892  11079.598  0.9381   0.8557       16097.0
## 1539        0.50567939  20438.010  0.4079   0.5941        8708.0
## 1540        0.63792010   9451.071  0.9782   0.8582       15418.0
## 1541        0.43137255  17702.069  0.4981   0.6816       12051.5
## 1542        0.40092166  25786.013  0.3473   0.4453       25250.0
## 1543        0.44678811  28031.436  0.3332   0.2392        6900.0
## 1544        0.52035444  19661.940  0.4973   0.4760       12638.5
## 1545        0.42165946  40360.803  0.2720   0.3726       24000.0
## 1546        0.50469684  10907.521  0.7668   0.7279        9500.0
## 1547        0.35519126  43697.195  0.3501   0.7673       14903.0
## 1548        0.27272727  51455.350  0.3478   0.5819       23781.0
## 1549        0.40945455  40934.980  0.4314   0.6189       23464.0
## 1550        0.23933649  78731.392  0.2278   0.7901       29625.0
## 1551        0.37016575  56167.188  0.3723   0.6834       24750.0
## 1552        0.52154920  17369.769  0.5559   0.0871        6780.0
## 1553        0.56859504  11671.409  0.6117   0.5320        9498.0
## 1554        0.50144928  18541.274  0.5346   0.1775        8750.0
## 1555        0.55001389  14476.063  0.8553   0.8596       24608.0
## 1556        0.50731707  22034.203  0.6453   0.7931       48000.0
## 1557        0.52231043  14604.324  0.7886   0.8750       30992.0
## 1558        0.62343096  10456.570  0.8525   0.8590       16000.0
## 1559        0.41793313  31353.209  0.5575   0.8088       17726.0
## 1560        0.47097760  21011.723  0.6246   0.7872       28836.0
## 1561        0.50439913  20943.444  0.5629   0.7602       12719.0
## 1562        0.52367531  17679.941  0.6224   0.8788       18772.0
## 1563        0.57022059  22686.919  0.3830   0.3153        9000.0
## 1564        0.51173226  13603.238  0.7904   0.7665       14144.0
## 1565        0.57359413  15899.885  0.6780   0.7603       10119.0
## 1566        0.38414970  17336.928  0.8434   0.8659       25000.0
## 1567        0.25813692  80865.627  0.2941   0.6350       22035.0
## 1568        0.47078779  26716.804  0.6445   0.8414       23775.0
## 1569        0.61011956  15222.725  0.9239   0.8648       17264.0
## 1570        0.42659493  37720.590  0.2986   0.4603       13000.0
## 1571        0.22960725  74928.747  0.2652   0.8386       26422.5
## 1572        0.50703804  31019.941  0.5365   0.8141       18834.0
## 1573        0.54200230  15370.243  0.4149   0.1256        7628.5
## 1574        0.60689655   8427.449  0.6463   0.6382       12663.0
## 1575        0.38805970  36752.284  0.3058   0.6391       16666.5
## 1576        0.62045455  15052.149  0.6427   0.7577        9500.0
## 1577        0.48885350  22790.880  0.5886   0.7298       24373.0
## 1578        0.51173226  13603.238  0.6489   0.7634       14144.0
## 1579        0.42721519  21170.617  0.7143   0.8249       25607.0
## 1580        0.32022161  42529.220  0.3833   0.6130       24800.0
## 1581        0.68888889   6640.589  0.9466   0.9485        9500.0
## 1582        0.49567010  21074.965  0.3650   0.2411        8250.0
## 1583        0.43421053  23284.542  0.2935   0.1814        8000.0
## 1584        0.26383859  50234.700  0.2775   0.4252       20500.0
## 1585        0.41003102  24234.975  0.5098   0.7922       28944.0
## 1586        0.24777637  88321.593  0.1968   0.6086       25000.0
## 1587        0.50567939  20438.010  0.6064   0.7447        8708.0
## 1588        0.54408677  28392.344  0.5520   0.8379       29413.0
## 1589        0.40171990  40699.933  0.5335   0.8478       25000.0
## 1590        0.66864256  23512.012  0.4366   0.0637        8000.0
## 1591        0.54035201  17222.638  0.5625   0.4959       26048.0
## 1592        0.43875000  22373.097  0.6984   0.7672       22778.0
## 1593        0.46504559  33152.649  0.5019   0.8195        8850.0
## 1594        0.49612745  16074.637  0.6042   0.7915        9791.0
## 1595        0.20360360  71843.529  0.2296   0.5332       24000.0
## 1596        0.40044248  30969.930  0.3308   0.6795       25000.0
## 1597        0.52367531  17679.941  0.6884   0.8560       18772.0
## 1598        0.38858093  31993.425  0.4112   0.3161        9750.0
## 1599        0.62516915  16096.238  0.6984   0.7806        6365.0
## 1600        0.36837294  39622.076  0.3981   0.5891       24213.0
## 1601        0.49384886  27543.433  0.2114   0.0588        4500.0
## 1602        0.38873640  11542.372  0.9078   0.2566        5500.0
## 1603        0.42105263  26068.422  0.6057   0.7829       27000.0
## 1604        0.32683019  32753.207  0.3591   0.3274       12219.5
## 1605        0.15478723  78129.046  0.1905   0.5267       25000.0
## 1606        0.49970536  22903.295  0.4370   0.3597        8750.0
## 1607        0.53993176  16576.060  0.5890   0.6220       29213.0
## 1608        0.59385327  14444.787  0.7464   0.7546        8105.0
## 1609        0.19425779  20470.618  0.6475   0.3198       14583.0
## 1610        0.23873874  20053.228  0.4757   0.6820       25000.0
## 1611        0.47540984  24224.960  0.3986   0.6643        9865.0
## 1612        0.46601942  19854.240  0.6680   0.5399       14538.0
## 1613        0.63513514  16611.495  0.7636   0.8182        8436.5
## 1614        0.55474684  25745.741  0.5144   0.4005        9000.0
## 1615        0.40000000  42198.843  0.3598   0.5723       20000.0
## 1616        0.32078638  13506.499  0.8817   0.3967       10000.0
## 1617        0.36551826  38267.025  0.3576   0.5782       19500.0
## 1618        0.67375887  14009.759  0.9643   0.9018        7716.0
## 1619        0.36752137  42908.625  0.2897   0.3322        9500.0
## 1620        0.43870853  32538.615  0.3975   0.3214       13750.0
## 1621        0.38035597  37170.721  0.3641   0.5424       17552.5
## 1622        0.26766917  64275.002  0.3413   0.6246       27000.0
## 1623        0.59914255  10998.895  0.5627   0.5615        9491.0
## 1624        0.32442748  35934.723  0.4729   0.6065       23000.0
## 1625        0.49700599  35390.393  0.5058   0.6915       14458.0
## 1626        0.57746479  16956.494  0.4086   0.3978        8507.0
## 1627        0.58928571   8540.203  0.6570   0.7397       11303.5
## 1628        0.61301989  16038.017  0.5980   0.5390        9458.0
## 1629        0.53993176  16576.060  0.5259   0.6921       29213.0
## 1630        0.57082452  13721.857  0.9068   0.9301       12125.0
## 1631        0.60062893  13516.282  0.3229   0.3813        7274.5
## 1632        0.57344064  10345.173  0.7111   0.6868       13000.0
## 1633        0.43230328  27342.320  0.2960   0.3454       13219.0
## 1634        0.52623421  14933.859  0.7802   0.9158       17800.0
## 1635        0.55762082  14951.078  0.7209   0.5271       11347.5
## 1636        0.45772080  40768.496  0.5811   0.6562       24500.0
## 1637        0.50716332  14071.564  0.7245   0.8061       16167.0
## 1638        0.31458616  63904.242  0.4141   0.7239       26500.0
## 1639        0.49342105  19647.189  0.0985   0.0125        4500.0
## 1640        0.51173226  13603.238  0.8356   0.8630       14144.0
## 1641        0.59713701  25887.457  0.6190   0.8912       10525.0
## 1642        0.57407407  34411.233  0.5433   0.8189       12450.0
## 1643        0.34224599  39853.195  0.4730   0.7649       27000.0
## 1644        0.40033855  32850.180  0.4155   0.5470       18934.0
## 1645        0.26455567  54031.349  0.2594   0.4483       24889.0
## 1646        0.48134991  27496.159  0.5293   0.6071       18273.0
## 1647        0.56984347  20923.213  0.6359   0.6603       11813.0
## 1648        0.38862876  28883.648  0.5194   0.6307       12000.0
## 1649        0.52845036  16892.363  0.6316   0.6330        9500.0
## 1650        0.59427099  16349.125  0.9196   0.9516       19180.0
## 1651        0.46008584  31009.731  0.3869   0.3582       11000.0
## 1652        0.46174863  37954.775  0.4195   0.6195       22086.0
## 1653        0.51060516  22412.463  0.5168   0.8205       39007.5
## 1654        0.40055633  39890.415  0.4604   0.6467       14620.0
## 1655        0.69916075   9906.248  0.7399   0.4899        5600.0
## 1656        0.49072967  25017.350  0.3961   0.1564        7220.0
## 1657        0.38179348  48749.920  0.3618   0.7767       27000.0
## 1658        0.51173226  13603.238  0.7748   0.7947       14144.0
## 1659        0.54374276  13711.934  0.7813   0.9314       23036.0
## 1660        0.54374276  13711.934  0.8092   0.9389       23036.0
## 1661        0.44297579  29540.169  0.3502   0.1493        9173.0
## 1662        0.54596774  18903.230  0.6331   0.2876        9500.0
## 1663        0.27764128  29751.038  0.3578   0.2728        6150.0
## 1664        0.22119205  68374.887  0.1902   0.4033       23495.0
## 1665        0.38341969  38351.321  0.5279   0.7947       17783.0
## 1666        0.50579151  14258.595  0.9195   0.9662        7851.0
## 1667        0.32730405  45306.315  0.2542   0.4309       21608.0
## 1668        0.51351351  12638.023  0.5135   0.5270        9500.0
## 1669        0.50189565  26388.726  0.3956   0.2130       10000.0
## 1670        0.46864349  26979.303  0.2620   0.1654        9877.0
## 1671        0.45600991  29379.112  0.3335   0.2384       11500.0
## 1672        0.26423129  61170.224  0.2247   0.4231       22837.5
## 1673        0.52572707  20915.837  0.4375   0.6875        8550.0
## 1674        0.48587106  21739.095  0.4743   0.5815       12139.0
## 1675        0.54826216  28260.823  0.6124   0.7395       17949.5
## 1676        0.39527390  47122.801  0.4146   0.7727       24879.5
## 1677        0.31000366  58414.719  0.3488   0.6618       21206.5
## 1678        0.36136364  28322.779  0.4375   0.6920       27000.0
## 1679        0.48427968  16303.816  0.5447   0.7211       27134.5
## 1680        0.23684211  64285.178  0.3333   0.7226       27000.0
## 1681        0.48202247  19845.283  0.7901   0.4330       26903.0
## 1682        0.30656934  89638.850  0.2134   0.7232       26981.0
## 1683        0.39257221  62950.874  0.3009   0.6856       24824.0
## 1684        0.62500000  19805.946  0.6862   0.7287       15975.0
## 1685        0.31458616  63904.242  0.3732   0.6519       26500.0
## 1686        0.42057026  20876.596  0.2721   0.5904        7916.0
## 1687        0.56076854  13036.935  0.3889   0.3932       14350.0
## 1688        0.61385021  22092.814  0.2340   0.0183        5500.0
## 1689        0.27382388  54969.665  0.3398   0.6649       27000.0
## 1690        0.36286920  24295.612  0.3814   0.7612       31024.0
## 1691        0.44249827  27688.475  0.4193   0.5346       10800.0
## 1692        0.59047238  10927.544  0.7156   0.6247       10222.0
## 1693        0.56541524  18102.075  0.9638   0.9529        8107.0
## 1694        0.58311856  19177.241  0.3126   0.0576        8000.0
## 1695        0.44633663  20161.392  0.5396   0.1804        6853.5
## 1696        0.42911332  40691.576  0.3588   0.5961       21080.0
## 1697        0.63875124  14129.174  0.5000   0.4364        9482.0
## 1698        0.62996255  10833.678  0.7354   0.6367        9500.0
## 1699        0.49612745  16074.637  0.7278   0.8101        9791.0
## 1700        0.34494477  65398.167  0.3336   0.7337       25000.0
## 1701        0.40144665  26752.778  0.5551   0.7682       29250.0
## 1702        0.61897041  11730.782  0.8383   0.6391       24389.0
## 1703        0.53361892  13186.935  0.8538   0.8672       17886.5
## 1704        0.37845850  41973.923  0.5306   0.7535       24250.0
## 1705        0.47772348  19854.315  0.3508   0.4389       13000.0
## 1706        0.57558610  15354.724  0.8871   0.8762       43487.0
## 1707        0.47207365  54289.254  0.2414   0.7103       25000.0
## 1708        0.49106204  27284.558  0.4829   0.4025       10223.5
## 1709        0.43214798  30059.798  0.5067   0.6405       21000.0
## 1710        0.42515875  27561.173  0.4553   0.4339        9500.0
## 1711        0.44568893  27660.452  0.6070   0.2515        9750.0
## 1712        0.56714060  14513.020  0.9853   0.9975        9500.0
## 1713        0.56455493  14834.758  0.5532   0.5674        9500.0
## 1714        0.48777079  30656.189  0.5422   0.7711       13000.0
## 1715        0.48565121  14600.333  0.5136   0.5000        8892.0
## 1716        0.24414716  60644.475  0.2295   0.5168       24900.0
## 1717        0.26976744  44817.235  0.4101   0.7212       26875.0
## 1718        0.50279330  35266.512  0.5354   0.6062       15187.5
## 1719        0.57558610  15354.724  0.7015   0.8273       43487.0
## 1720        0.43945469  14864.649  0.7472   0.9052       34500.0
## 1721        0.47022767  16303.289  0.2727   0.3259        9167.0
## 1722        0.44467153  38227.111  0.4435   0.6161       18750.0
## 1723        0.47551656  18386.926  0.5804   0.9496        8607.0
## 1724        0.62976744  12995.917  0.3147   0.0210        8875.0
## 1725        0.25468165  37041.243  0.5221   0.8637       27000.0
## 1726        0.56984347  20923.213  0.5912   0.6670       11813.0
## 1727        0.12439807  61370.551  0.1471   0.1487       12460.0
## 1728        0.69916075   9906.248  0.5406   0.3180        5600.0
## 1729        0.63591757  11761.937  0.5283   0.4119       12508.0
## 1730        0.37305225  49678.179  0.3535   0.6899       25000.0
## 1731        0.15037594  80438.833  0.2212   0.5273       24961.0
## 1732        0.35924370  33453.749  0.0851   0.0851        6333.0
## 1733        0.47940594  29211.574  0.2589   0.3000       13500.0
## 1734        0.27777778  41081.454  0.3641   0.5433       21500.0
## 1735        0.63591757  11761.937  0.7886   0.4600       12508.0
## 1736        0.45384615  15893.929  0.6514   0.5917       10997.0
## 1737        0.27403156  59080.881  0.3931   0.7883       27000.0
## 1738        0.44827586  15431.496  0.4107   0.5298       13600.0
## 1739        0.46310285  23214.998  0.3916   0.5890       10556.0
## 1740        0.55784062  30413.840  0.5713   0.4496       15245.5
## 1741        0.37623762  39555.079  0.5403   0.7452       22159.0
## 1742        0.56076854  13036.935  0.4273   0.4365       14350.0
## 1743        0.39761571  42538.703  0.4053   0.7527       25000.0
## 1744        0.26269316  70339.380  0.3220   0.7611       27000.0
## 1745        0.18606492  86937.704  0.2086   0.5678       26000.0
## 1746        0.35908838  45001.013  0.4090   0.6477       18091.0
## 1747        0.45255474  21417.396  0.8238   0.6964       17950.0
## 1748        0.46034215  21441.631  0.6188   0.7358       19379.5
## 1749        0.56690141  19043.422  0.5988   0.6860        7933.0
## 1750        0.33050847  52847.739  0.4706   0.6656       12000.0
## 1751        0.51173226  13603.238  0.8012   0.8855       14144.0
## 1752        0.55086372  10627.887  0.8284   0.7103        9500.0
## 1753        0.35924370  33453.749  0.1204   0.2825        6333.0
## 1754        0.59068436  18032.579  0.3725   0.0935       10000.0
## 1755        0.44078947  22441.267  0.1191   0.1129        9500.0
## 1756        0.43532819  40484.172  0.3239   0.6848       23250.0
## 1757        0.54358974  10960.575  0.9233   0.9816       24498.5
## 1758        0.21630232  77540.329  0.2604   0.6203       22750.0
## 1759        0.32352504  39584.174  0.4384   0.5767       21000.0
## 1760        0.40031898  28358.649  0.4796   0.5696        9390.0
## 1761        0.36704041  64489.965  0.2818   0.5683       22501.0
## 1762        0.63541263  10011.397  0.8773   0.8656        7559.0
## 1763        0.67601246      0.000  0.8864   0.6932        7390.0
## 1764        0.26734553  65884.674  0.2866   0.6113       21500.0
## 1765        0.52367531  17679.941  0.8140   0.8501       18772.0
## 1766        0.46038544  29853.274  0.5620   0.6350        9866.0
## 1767        0.30555556  35186.898  0.5088   0.4382       22250.0
## 1768        0.31793179  76295.916  0.3390   0.8217       25328.5
## 1769        0.50231481  19457.524  0.0918   0.0461       10500.0
## 1770        0.27987169  46392.039  0.4361   0.7078       26951.0
## 1771        0.56350741  19902.183  0.5816   0.5292        9500.0
## 1772        0.39734789  28124.161  0.2147   0.2200       10000.0
## 1773        0.55001389  14476.063  0.8436   0.9708       24608.0
## 1774        0.42140651  22306.485  0.4040   0.1582       10862.0
## 1775        0.52456647  18915.772  0.6437   0.1850        9000.0
## 1776        0.56682028  24277.134  0.6000   0.6923        8017.0
## 1777        0.40476190  41170.685  0.3896   0.5119       22500.0
## 1778        0.63968254  13375.599  0.8664   0.8925       11504.0
## 1779        0.48342246  22173.876  0.5072   0.6618       11568.0
## 1780        0.47322482  20623.964  0.4555   0.1281       10940.0
## 1781        0.39675742  24720.611  0.4383   0.4595       11125.0
## 1782        0.58629639   6679.337  0.7985   0.7338       25300.0
## 1783        0.51173226  13603.238  0.6538   0.7885       14144.0
## 1784        0.52029826  19754.666  0.6612   0.2686        7000.0
## 1785        0.50685976  14290.206  0.8614   0.7899       25750.0
## 1786        0.35130112  39786.891  0.4689   0.8058       20750.0
## 1787        0.43123426  41774.931  0.3327   0.3846        9726.0
## 1788        0.53361892  13186.935  0.9027   0.8555       17886.5
## 1789        0.41550388  20342.032  0.3860   0.5185        9500.0
## 1790        0.37393745  42778.190  0.3680   0.5575       21003.0
## 1791        0.48162476  36388.288  0.3333   0.4064       19500.0
## 1792        0.56725146  12330.334  0.5225   0.6189       15875.0
## 1793        0.62630480  12353.240  0.3643   0.5725        7332.0
## 1794        0.39411765  25749.661  0.5785   0.7769       12000.0
## 1795        0.43648208  21133.661  0.7980   0.8514       32416.0
## 1796        0.42419825  61724.898  0.2556   0.5751       27000.0
## 1797        0.54597701  11436.769  0.7664   0.5949        9500.0
## 1798        0.42073171  36011.065  0.4317   1.0000       20000.0
## 1799        0.15106117  89354.352  0.2461   0.7609       25000.0
## 1800        0.53993176  16576.060  0.7803   0.7866       29213.0
## 1801        0.50514635  25301.045  0.3461   0.1567        9212.0
## 1802        0.60635697  12169.545  0.7443   0.7489        9500.0
## 1803        0.49076517  41588.270  0.6591   0.8136       12000.0
## 1804        0.53034777  10748.738  0.2695   0.0622       10000.0
## 1805        0.55511022  15333.284  0.9251   0.9293       12126.0
## 1806        0.46342336  23677.044  0.4221   0.3571       15000.0
## 1807        0.21033868  96695.442  0.1784   0.7340       27000.0
## 1808        0.50711181  25818.598  0.5622   0.7683       18753.5
## 1809        0.34192961  46313.496  0.4571   0.7551       12000.0
## 1810        0.30958904  69543.841  0.3180   0.6743       25700.0
## 1811        0.51173226  13603.238  0.6063   0.7795       14144.0
## 1812        0.50437318  14174.977  0.5120   0.5455        9918.0
## 1813        0.27644766  52251.842  0.2813   0.4191       21372.0
## 1814        0.36944444  43967.319  0.4586   0.8724       20000.0
## 1815        0.50738857  23057.998  0.5962   0.8452       21175.5
## 1816        0.45115332  27696.150  0.3592   0.3823       20857.0
## 1817        0.52367531  17679.941  0.7394   0.8170       18772.0
## 1818        0.40370370  32925.848  0.5954   0.8015       22500.0
## 1819        0.51072961  14985.644  0.4789   0.5000        9817.0
## 1820        0.55492692  19895.246  0.4958   0.0925        6000.0
## 1821        0.50126904  30768.935  0.4313   0.5024       28129.5
## 1822        0.52367531  17679.941  0.7696   0.8396       18772.0
## 1823        0.55384615  11451.068  0.3526   0.3101       20000.0
## 1824        0.41833811  16981.561  0.7153   0.8256       19000.0
## 1825        0.32142857  72291.876  0.4047   0.8911       27000.0
## 1826        0.32896652  58462.947  0.4149   0.8213       23250.0
## 1827        0.28578252  66318.912  0.2172   0.5836       26000.0
## 1828        0.42920354  33415.522  0.5404   0.9391       27648.0
## 1829        0.50469684  10907.521  0.6684   0.5295        9500.0
## 1830        0.51173226  13603.238  0.8467   0.8978       14144.0
## 1831        0.46580645  23484.744  0.2804   0.1560        6500.0
## 1832        0.29545455  11046.934  0.6633   0.5714        5700.0
## 1833        0.27046398  66342.699  0.3336   0.6728       23647.0
## 1834        0.56897759  21704.000  0.3623   0.0577        5018.5
## 1835        0.50030175  32388.533  0.2210   0.2713        9583.0
## 1836        0.30269058  40470.848  0.4952   0.5812       14996.0
## 1837        0.66666667  22689.205  0.8913   0.8478       14376.0
## 1838        0.49903238  14286.989  0.5906   0.8695       34583.0
## 1839        0.26655009  52502.439  0.3831   0.6228       20000.0
## 1840        0.53373615  35689.072  0.6973   0.9443       13625.0
## 1841        0.47555556  14106.336  0.5125   0.4426        5500.0
## 1842        0.43338008  21822.014  0.7486   0.7747       23650.0
## 1843        0.48575465  22498.332  0.3147   0.1727       12000.0
## 1844        0.52367531  17679.941  0.7139   0.8471       18772.0
## 1845        0.14940828  94442.764  0.2143   0.6153       26000.0
## 1846        0.57534247  20918.204  0.5540   0.5822        9500.0
## 1847        0.35219441  26863.543  0.3827   0.4599       12000.0
## 1848        0.46887639  20471.178  0.2751   0.2665        4875.0
## 1849        0.52361809  15172.148  0.7784   0.8473        9676.0
## 1850        0.43934911  17069.852  0.5618   0.7865        9500.0
## 1851        0.66666667  22689.205  0.5068   0.7397       14376.0
## 1852        0.46442953  36237.431  0.2337   0.5202       15396.0
## 1853        0.65313653  16242.364  0.3412   0.3613        6334.0
## 1854        0.52367531  17679.941  0.7633   0.8938       18772.0
## 1855        0.49613153  28245.704  0.6659   0.8160       28437.5
## 1856        0.50042025  19037.556  0.4736   0.6427       13385.0
## 1857        0.69032258  21981.485  0.2535   0.2674        6817.0
## 1858        0.50636381  15613.646  0.6571   0.7340       12125.0
## 1859        0.47202442  19864.098  0.4254   0.0780        9586.5
## 1860        0.57770270  24641.264  0.7120   0.8594        9198.5
## 1861        0.33383010  65704.239  0.3271   0.6569       23251.5
## 1862        0.54174068  18966.502  0.4477   0.0457        5250.0
## 1863        0.52231043  14604.324  0.5936   0.6684       30992.0
## 1864        0.16982364  96398.300  0.1782   0.5940       25000.0
## 1865        0.34300126  66569.419  0.3284   0.7445       27000.0
## 1866        0.50716332  14071.564  0.8074   0.8975       16167.0
## 1867        0.59084195  15600.475  0.9675   0.9350       10771.0
## 1868        0.47502117  16807.482  0.6045   0.8955        8107.0
## 1869        0.37256061  66957.227  0.2941   0.7109       27000.0
## 1870        0.40049444  29388.595  0.4358   0.5134       12000.0
## 1871        0.48472615   6765.773  0.9406   0.4421        5500.0
## 1872        0.50764526  17150.928  0.7048   0.7506        8562.0
## 1873        0.46985678  21397.734  0.4148   0.3089        9350.5
## 1874        0.39213504  39019.088  0.3338   0.4547       16546.0
## 1875        0.57072267  23535.709  0.5245   0.4556        9000.0
## 1876        0.26724138  63203.941  0.3013   0.7459       24000.0
## 1877        0.58242344  16967.643  0.8052   0.7639       13000.0
## 1878        0.57578023  17074.754  0.2876   0.0155       10267.0
## 1879        0.50309917  17256.493  0.7792   0.7736       21800.0
## 1880        0.64705882  10445.635  0.9610   0.0390        2843.0
## 1881        0.56103896  12894.000  0.6405   0.5229       12500.0
## 1882        0.53754941  11499.438  0.8741   0.9091       11119.0
## 1883        0.32046980  25333.978  0.5349   0.8631       28375.0
## 1884        0.66549296   6773.358  0.8000   0.7493        9500.0
## 1885        0.58482549  17682.048  0.7681   0.8887       20000.0
## 1886        0.24710425  35459.077  0.2776   0.5627       23250.0
## 1887        0.56985294  18546.709  0.8537   1.0000        6205.0
## 1888        0.51060516  22412.463  0.6003   0.7500       39007.5
## 1889        0.55414013   4389.667  0.8522   0.6792        9500.0
## 1890        0.24584718  57361.024  0.2897   0.5149       18750.0
## 1891        0.55001389  14476.063  0.6507   0.7734       24608.0
## 1892        0.20152956  75920.270  0.2320   0.5864       24093.5
## 1893        0.49903238  14286.989  0.7109   0.8562       34583.0
## 1894        0.54035201  17222.638  0.6773   0.4674       26048.0
## 1895        0.58222915  15152.149  0.5516   0.5347        9259.0
## 1896        0.51586157  13882.953  0.3035   0.0458       10400.0
## 1897        0.52230815  12818.457  0.7804   0.8645       15433.0
## 1898        0.13112523  83432.062  0.1377   0.3533       18500.0
## 1899        0.51173226  13603.238  0.7387   0.7658       14144.0
## 1900        0.50032251  23737.631  0.4419   0.1894       12500.0
## 1901        0.59182644  17377.689  0.4588   0.0171        4250.0
## 1902        0.27030457  61296.573  0.2054   0.4659       24375.0
## 1903        0.61221122  25889.088  0.4850   0.6881       13024.5
## 1904        0.50625000  39761.164  0.2434   0.5099        9833.0
## 1905        0.57762287  17939.150  0.3613   0.0165        4500.0
## 1906        0.33461270  51452.089  0.3911   0.8451       26740.5
## 1907        0.43609023  14296.716  0.4400   0.6200        5682.0
## 1908        0.49461772  19040.261  0.6924   0.4098        9500.0
## 1909        0.39009901  46056.446  0.3569   0.7037       24814.5
## 1910        0.55568054  20099.423  0.5649   0.1429        6252.0
## 1911        0.29930888  55340.670  0.4121   0.7220       20070.5
## 1912        0.52367531  17679.941  0.7599   0.8681       18772.0
## 1913        0.20245399  72855.314  0.1644   0.3871       25000.0
## 1914        0.51568803  27053.608  0.3690   0.3879       11000.0
## 1915        0.56324483  24003.208  0.4577   0.2709        4000.0
## 1916        0.53826531  11920.959  0.7143   0.6408       12795.5
## 1917        0.54374276  13711.934  0.7898   0.8455       23036.0
## 1918        0.39612290  42119.496  0.3564   0.5911       15250.0
## 1919        0.59569892  12522.106  0.6762   0.5501        9500.0
## 1920        0.57527734  21712.307  0.7629   0.8901       13067.0
## 1921        0.47022963  17299.557  0.8213   0.9414       23500.0
## 1922        0.29702251  73694.344  0.2624   0.8049       25000.0
## 1923        0.48455428  21340.182  0.3765   0.2195        6000.0
## 1924        0.48703170  15652.148  0.5928   0.6031       11183.0
## 1925        0.28839590  67484.395  0.3173   0.7088       23000.0
## 1926        0.59650708  14447.206  0.2241   0.1879       19834.0
## 1927        0.54374276  13711.934  0.6989   0.8732       23036.0
## 1928        0.34857383  55207.362  0.3394   0.6084       20500.0
## 1929        0.54694622  21383.660  0.6595   0.8845       20500.0
## 1930        0.63128492  13883.479  0.7400   0.7400        8000.0
## 1931        0.48382560  17921.710  0.4990   0.5780        9069.5
## 1932        0.45772080  40768.496  0.6138   0.6866       24500.0
## 1933        0.27039627  70755.003  0.2235   0.5884       25250.0
## 1934        0.56868764  14397.259  0.6204   0.6947       10640.0
## 1935        0.52173913  22468.318  0.6514   0.1656        7750.0
## 1936        0.47580645  16599.904  0.5889   0.6167       14996.0
## 1937        0.14264036  82740.306  0.1296   0.2935       23953.0
## 1938        0.51173226  13603.238  0.6622   0.7635       14144.0
## 1939        0.36037505  23094.877  0.4084   0.5308       23000.0
## 1940        0.37659033  42516.575  0.5070   0.9735       25000.0
## 1941        0.29677419  54937.953  0.4431   0.8271       24063.0
## 1942        0.54263566  25635.335  0.2478   0.2022        7622.5
## 1943        0.18040575  87647.138  0.1629   0.3793       21500.0
## 1944        0.51689232  15846.512  0.4820   0.0486        4700.0
## 1945        0.10778443  70111.128  0.2903   0.5913       22500.0
## 1946        0.58392435  18189.654  0.7884   0.7131       13749.0
## 1947        0.68359669  20771.481  0.1224   0.0090        5250.0
## 1948        0.52815575  16010.849  0.7778   0.8532        9500.0
## 1949        0.41694202  18310.050  0.1257   0.0241        8125.0
## 1950        0.61276596  14868.454  0.4940   0.4043        9038.0
## 1951        0.46942291  20930.589  0.8350   0.7794       20000.0
## 1952        0.54426942  18194.144  0.3382   0.2654        6946.0
## 1953        0.61897041  11730.782  0.8817   0.7366       24389.0
## 1954        0.53361892  13186.935  0.9111   0.8317       17886.5
## 1955        0.51173226  13603.238  0.7316   0.7789       14144.0
## 1956        0.50028918  17660.840  0.7068   0.8039       17161.5
## 1957        0.62880000  23908.329  0.3829   0.4427        8120.0
## 1958        0.52002590  17006.545  0.1874   0.2230       32639.0
## 1959        0.51749221  17374.110  0.3697   0.2348        8375.0
## 1960        0.59033739  12795.631  0.4484   0.1089        8800.0
## 1961        0.39961390  60662.400  0.3819   0.5876       27000.0
## 1962        0.66666667  22689.205  0.6882   0.8588       14376.0
## 1963        0.52233677  24184.743  0.4339   0.1954        9500.0
## 1964        0.34519573  62328.140  0.3273   0.7646       25000.0
## 1965        0.53360587  24569.525  0.5810   0.7234       18359.5
## 1966        0.51173226  13603.238  0.6647   0.7485       14144.0
## 1967        0.59427099  16349.125  0.8290   0.9468       19180.0
## 1968        0.54645814  14371.340  0.5163   0.4958        9500.0
## 1969        0.35952381  43553.189  0.3485   0.4647       18017.5
## 1970        0.52367531  17679.941  0.7564   0.8419       18772.0
## 1971        0.48662132  18248.936  0.3592   0.1459        7741.0
## 1972        0.57754658  15490.904  0.7315   0.7126        9065.5
## 1973        0.55004170  17491.330  0.1475   0.0508        5000.0
## 1974        0.52367531  17679.941  0.7201   0.8179       18772.0
## 1975        0.43862661  28245.336  0.3004   0.2295        6500.0
## 1976        0.20879527  62812.684  0.2488   0.4146       17038.5
## 1977        0.61209068  17028.090  0.7908   0.8596        9500.0
## 1978        0.52367531  17679.941  0.7539   0.8327       18772.0
## 1979        0.44444444  24206.525  0.5385   0.6868       12000.0
## 1980        0.47405966  20908.941  0.4430   0.2508        6600.0
## 1981        0.50517837  32438.533  0.6199   0.8773       31000.0
## 1982        0.32358003  32839.445  0.4055   0.6659       25000.0
## 1983        0.22286822  63077.627  0.2635   0.5197       25000.0
## 1984        0.49606299   5124.643  0.9252   1.0000       13752.5
## 1985        0.32139138  38002.111  0.4642   0.6591       19500.0
## 1986        0.35024155  54247.737  0.3540   0.6775       26000.0
## 1987        0.37962401  25121.698  0.7260   0.7046       34683.5
## 1988        0.64242424  14697.802  0.6113   0.4986        9107.0
## 1989        0.39182156  27780.389  0.6077   0.8243       29500.0
## 1990        0.47022963  17299.557  0.7484   0.8833       23500.0
## 1991        0.37948430  32519.512  0.4858   0.4709       17275.5
## 1992        0.63470320   9875.225  0.9511   0.9511        8083.0
## 1993        0.59862226  13548.891  0.7641   0.8319       10531.0
## 1994        0.53401361   9820.092  0.8052   0.7779       22400.5
## 1995        0.35000000  41918.409  0.3834   0.7565       15250.0
## 1996        0.52367531  17679.941  0.7844   0.8463       18772.0
## 1997        0.52139640  24201.978  0.5419   0.4502       11250.0
## 1998        0.53673835  18468.820  0.6912   0.8998       26583.0
## 1999        0.65627498  11482.632  0.6607   0.6966        6333.0
## 2000        0.34328358  34042.347  0.5604   0.6522       21500.0
## 2001        0.24255550  73626.907  0.2232   0.4135       22312.0
## 2002        0.31287129  77967.551  0.2639   0.6670       27000.0
## 2003        0.61301989  16038.017  0.6716   0.6421        9458.0
## 2004        0.49690722  16344.538  0.5927   0.6121        7909.0
## 2005        0.55219415   8248.321  0.5512   0.4094       22319.5
## 2006        0.55329949  15024.975  0.6983   0.6207        8827.0
## 2007        0.52301973  17519.536  0.2494   0.3416       10884.5
## 2008        0.46031746  25299.958  0.3972   0.3845       12000.0
## 2009        0.37342497  56139.792  0.4334   0.7944       26000.0
## 2010        0.48151002  22568.252  0.4711   0.3140        9250.0
## 2011        0.50467290  28105.388  0.5407   0.6000        6400.0
## 2012        0.18997361  55687.757  0.3468   0.6499       27000.0
## 2013        0.42199678  24985.533  0.2793   0.1121        7162.5
## 2014        0.24276527  87172.055  0.2478   0.8119       27000.0
## 2015        0.56345178  24686.916  0.3394   0.1645        8929.0
## 2016        0.54794521  27168.460  0.3017   0.1356        9564.5
## 2017        0.40042463  37064.069  0.4450   0.7367       22756.5
## 2018        0.48418833  21197.791  0.4712   0.1946        8397.0
## 2019        0.53273004  16852.468  0.4401   0.4154        9208.0
## 2020        0.59006500  13391.282  0.8499   0.7198       18785.0
## 2021        0.16481892 106976.997  0.1564   0.6069       27000.0
## 2022        0.30777706  37250.024  0.3983   0.5496       20750.0
## 2023        0.60250136  18774.306  0.6116   0.5069       11411.0
## 2024        0.37187170  53179.964  0.3511   0.6068       23001.0
## 2025        0.36560935  43838.610  0.4568   0.7647       25000.0
## 2026        0.36927622  38293.959  0.5070   0.8886       27000.0
## 2027        0.23688663  79633.998  0.2498   0.5280       26940.5
## 2028        0.62780269  13333.451  0.5975   0.5975       15916.5
## 2029        0.31509507  48827.679  0.3324   0.5467       25000.0
## 2030        0.42334402  37791.919  0.4084   0.5528       21846.5
## 2031        0.24389189  71430.078  0.2423   0.6260       21250.0
## 2032        0.42691415  22960.004  0.7195   0.7713       16000.0
## 2033        0.31778426  54587.738  0.4233   0.7700       27000.0
## 2034        0.54764513  16436.581  0.5186   0.5610       11000.0
## 2035        0.41679027  45775.053  0.4620   0.8544       23581.0
## 2036        0.59146878   8376.345  0.6933   0.5867        9500.0
## 2037        0.58615500  20250.205  0.2341   0.0200        3500.0
## 2038        0.70744681  19619.793  0.5935   0.4439        6333.0
## 2039        0.63779528  14498.837  0.4926   0.4800        8040.0
## 2040        0.60121552  19601.880  0.7600   0.7850       38514.5
## 2041        0.47685684  26104.305  0.4358   0.2904        6500.0
## 2042        0.42381695  21163.332  0.7447   0.7729       32563.0
## 2043        0.48427968  16303.816  0.6358   0.7522       27134.5
## 2044        0.27599687  54894.516  0.1597   0.2736       22405.0
## 2045        0.25427996  81096.548  0.2799   0.7280       25000.0
## 2046        0.45772080  40768.496  0.3728   0.6566       24500.0
## 2047        0.46666667  21427.933  0.4082   0.9184        7916.0
## 2048        0.57563025  22203.224  0.6341   0.7073        9496.0
## 2049        0.23583143  75489.999  0.2011   0.4102       23620.0
## 2050        0.50281074      0.000  0.9670   0.0561        2500.0
## 2051        0.26461354  52752.944  0.2644   0.4446       20865.0
## 2052        0.52367531  17679.941  0.6303   0.6629       18772.0
## 2053        0.69916075   9906.248  0.7831   0.5184        5600.0
## 2054        0.33461270  51452.089  0.5741   0.8467       26740.5
## 2055        0.59740260  30459.732  0.4689   0.7564       15933.5
## 2056        0.35799632  35892.332  0.4269   0.7007       25000.0
## 2057        0.69832402  10535.852  0.9174   0.9174       25752.0
## 2058        0.54035201  17222.638  0.6942   0.4621       26048.0
## 2059        0.43945469  14864.649  0.7668   0.9376       34500.0
## 2060        0.45281307  56582.286  0.3332   0.7213       25000.0
## 2061        0.56242638  28826.039  0.5501   0.7898       16063.0
## 2062        0.56682028  24277.134  0.5111   0.6622        8017.0
## 2063        0.53361892  13186.935  0.9038   0.8971       17886.5
## 2064        0.53882726  18795.277  0.6232   0.4589       14461.0
## 2065        0.48885350  22790.880  0.6782   0.8534       24373.0
## 2066        0.59427099  16349.125  0.8732   0.9674       19180.0
## 2067        0.53196931  14805.410  0.8421   0.9513       19759.0
## 2068        0.35775128  52082.523  0.4125   0.6416       23250.0
## 2069        0.53541473  18046.444  0.4274   0.3462       13000.0
## 2070        0.36956840  51704.792  0.4160   0.5535       22096.0
## 2071        0.21621088  76590.423  0.2429   0.5646       25217.0
## 2072        0.52815575  16010.849  0.7503   0.8863        9500.0
## 2073        0.55154505  16520.350  0.4309   0.4200        9500.0
## 2074        0.50567939  20438.010  0.4133   0.6533        8708.0
## 2075        0.53993176  16576.060  0.7592   0.7943       29213.0
## 2076        0.47119078  36553.201  0.5017   0.7348       26755.0
## 2077        0.37533512  46567.595  0.3378   0.7671       27000.0
## 2078        0.52623421  14933.859  0.8580   0.8335       17800.0
## 2079        0.67055394  13613.734  0.8129   0.6704        4290.0
## 2080        0.57093765  15322.287  0.6572   0.7616        9500.0
## 2081        0.41896024  28018.412  0.3424   0.3105       12500.0
## 2082        0.17125172  98886.793  0.1627   0.3943       19000.0
## 2083        0.38747731   5513.060  0.9480   0.0619        3550.0
## 2084        0.55170657  14705.319  0.4570   0.3128       11325.0
## 2085        0.50000000  15791.338  0.8078   0.9073       18000.0
## 2086        0.53152090  18928.569  0.7130   0.7070       20223.5
## 2087        0.38123167  31307.557  0.6312   0.9684       25350.0
## 2088        0.22152886  28954.473  0.3927   0.5412       35468.5
## 2089        0.51173226  13603.238  0.8108   0.8270       14144.0
## 2090        0.40338983  26086.913  0.6205   0.7100       29474.0
## 2091        0.50000000  23368.133  0.3508   0.4241        6333.0
## 2092        0.53839442  14400.844  0.4134   0.3816        9500.0
## 2093        0.51565378  16923.388  0.7399   0.7509       26417.0
## 2094        0.55329949  15024.975  0.6843   0.8203        8827.0
## 2095        0.43204516  17942.311  0.1989   0.1138       11875.0
## 2096        0.65627498  11482.632  0.4170   0.4623        6333.0
## 2097        0.52002590  17006.545  0.3606   0.3871       32639.0
## 2098        0.53993176  16576.060  0.7934   0.7732       29213.0
## 2099        0.41868577  24689.117  0.6654   0.2457       17750.0
## 2100        0.66888593      0.000  0.9937   1.0000        9500.0
## 2101        0.26204819  84586.817  0.2245   0.6909       25000.0
## 2102        0.48305085  19429.316  0.4540   0.4885        7917.0
## 2103        0.52367531  17679.941  0.7117   0.8383       18772.0
## 2104        0.26448942  59320.896  0.3039   0.5250       23250.0
## 2105        0.54987080  11017.917  0.4692   0.3846       23125.0
## 2106        0.56300268  12801.066  0.5570   0.5789       11177.0
## 2107        0.61647727  13740.195  0.7581   0.5162        7133.0
## 2108        0.57717042  15007.877  0.8365   0.8886        9475.0
## 2109        0.42980562  22774.419  0.7642   0.8515       29500.0
## 2110        0.63792010   9451.071  0.9139   0.8033       15418.0
## 2111        0.52367531  17679.941  0.6621   0.8229       18772.0
## 2112        0.54587156  10633.885  0.9449   0.8939        9500.0
## 2113        0.45777027  26928.218  0.2958   0.2417        7527.5
## 2114        0.26412429  80691.171  0.2949   0.7360       26956.0
## 2115        0.54861111  23183.657  0.3707   0.3512        9500.0
## 2116        0.56834532  13684.989  0.9132   0.5738        7559.0
## 2117        0.30196078  49401.549  0.3764   0.5416       13000.0
## 2118        0.54359926  12080.415  0.6803   0.5874        9500.0
## 2119        0.57771536  10981.504  0.8491   0.9292       25250.0
## 2120        0.56616052  15125.785  0.7909   0.7500        9500.0
## 2121        0.52231043  14604.324  0.8205   0.8205       30992.0
## 2122        0.51304049  16476.060  0.6785   0.1108        7917.0
## 2123        0.43401553  27282.564  0.3278   0.3512       18931.5
## 2124        0.52062952  18063.486  0.6788   0.3364       18301.0
## 2125        0.14662757  86651.826  0.2938   0.7677       23000.0
## 2126        0.61254816  17223.261  0.4535   0.0404        5250.0
## 2127        0.50000000  14505.501  0.6864   0.4260        3500.0
## 2128        0.41963323  29889.081  0.4170   0.4083       11000.0
## 2129        0.43969466  23768.439  0.4062   0.0965        5250.0
## 2130        0.53370562  14186.944  0.6467   0.6750        9500.0
## 2131        0.30369128  56971.157  0.3850   0.6928       27000.0
## 2132        0.53993176  16576.060  0.6510   0.7062       29213.0
## 2133        0.46459972  17745.079  0.4137   0.2082        9600.0
## 2134        0.56079607  13276.551  0.9252   0.9252       19852.0
## 2135        0.19655857  88392.329  0.2235   0.6815       26000.0
## 2136        0.55103681  28556.325  0.5749   0.4784       17502.0
## 2137        0.59709153  10484.261  0.9345   0.8537        9500.0
## 2138        0.53968254  26868.977  0.1341   0.0806        6500.0
## 2139        0.55655458  13977.151  0.8966   0.9812        9500.0
## 2140        0.47800587  21103.543  0.6375   0.6913        9500.0
## 2141        0.50738857  23057.998  0.5853   0.8423       21175.5
## 2142        0.54252199  29736.143  0.6466   0.8534       12000.0
## 2143        0.51173226  13603.238  0.7485   0.7791       14144.0
## 2144        0.55054152  17317.710  0.7049   0.8279        9500.0
## 2145        0.48526077  28029.329  0.4167   0.4861        5500.0
## 2146        0.55318139  21154.313  0.4164   0.0490       10500.0
## 2147        0.53993176  16576.060  0.5803   0.6970       29213.0
## 2148        0.36351876  26145.006  0.4324   0.8581       16000.0
## 2149        0.52241516  22511.919  0.5307   0.2236        7050.0
## 2150        0.59057072  19659.833  0.9109   0.8812       11419.0
## 2151        0.37115385  44814.683  0.4947   0.7726       25319.0
## 2152        0.60178777  12627.314  0.9204   0.9412        8456.0
## 2153        0.60022173  14143.055  0.6026   0.6247       20000.0
## 2154        0.17665615  58663.207  0.3005   0.5959       23240.0
## 2155        0.61060329   7879.528  0.8970   0.8012        9417.0
## 2156        0.55422315  13043.457  0.7022   0.5882        9500.0
## 2157        0.32401813  57293.061  0.2536   0.6555       25000.0
## 2158        0.40494840  27937.657  0.3756   0.4775       12000.0
## 2159        0.42911332  40691.576  0.3103   0.4614       21080.0
## 2160        0.48627451  41019.497  0.4341   0.6545       17789.0
## 2161        0.42030257  23386.291  0.2298   0.1813       10500.0
## 2162        0.39634291  47508.980  0.4069   0.6759       24998.5
## 2163        0.48960499  39670.422  0.5632   0.7949       26333.5
## 2164        0.52231043  14604.324  0.8720   0.8780       30992.0
## 2165        0.60526316  18969.509  0.9003   0.9564       19393.0
## 2166        0.53061224  13432.498  0.6991   0.7222       12378.0
## 2167        0.43478261  29477.125  0.4851   0.6458       25875.0
## 2168        0.37424547  65750.540  0.2670   0.8900       22822.5
## 2169        0.54465075  16465.031  0.4435   0.2018       12780.0
## 2170        0.56113724  14036.265  0.8938   0.8583       18808.5
## 2171        0.63792010   9451.071  0.7895   0.8421       15418.0
## 2172        0.53846154   7370.593  0.7840   0.6479       20000.0
## 2173        0.56503728  15509.857  0.7708   0.8854        9500.0
## 2174        0.37163988  37415.640  0.4420   0.6131       21254.5
## 2175        0.57361242  12798.174  0.2348   0.0304        4500.0
## 2176        0.43713279  27111.561  0.4234   0.3973       10165.5
## 2177        0.55000000  10484.261  0.7981   0.8269        8179.0
## 2178        0.31883073  56885.808  0.3117   0.7685       27000.0
## 2179        0.45016964  15346.327  0.5991   0.2321        4988.0
## 2180        0.56250000  18453.230  0.5746   0.6022        9450.0
## 2181        0.58222915  15152.149  0.7071   0.6407        9259.0
## 2182        0.27634804  73385.611  0.3358   0.8060       23250.0
## 2183        0.48825503  25834.483  0.6194   0.9189       14437.0
## 2184        0.54860415  19706.196  0.4474   0.5909       21500.0
## 2185        0.46791708  32892.130  0.4657   0.5567       21250.0
## 2186        0.37837838  57034.379  0.6568   0.7516       25000.0
## 2187        0.46677342  14903.456  0.5716   0.7495       15042.0
## 2188        0.55219415   8248.321  0.4355   0.2764       22319.5
## 2189        0.55183946  13465.739  0.6451   0.6571        9500.0
## 2190        0.55154505  16520.350  0.5000   0.6000        9500.0
## 2191        0.40013926  33124.344  0.3863   0.3874       15132.0
## 2192        0.42979064  33042.337  0.3378   0.5859       17216.0
## 2193        0.35542169  41769.506  0.4460   0.6521       23934.0
## 2194        0.33616505  57730.478  0.3518   0.7625       26990.5
## 2195        0.59427099  16349.125  0.8475   0.8390       19180.0
## 2196        0.51977401  17600.914  0.8525   0.8479       10750.0
## 2197        0.53993176  16576.060  0.7361   0.7639       29213.0
## 2198        0.52500000  28416.257  0.7054   0.8915        9500.0
## 2199        0.58318739   9806.735  0.9309   0.9539       17812.0
## 2200        0.51173226  13603.238  0.7874   0.8189       14144.0
## 2201        0.30700000  51433.992  0.3549   0.8043       20232.0
## 2202        0.48654244  35473.854  0.4470   0.5853       19648.0
## 2203        0.53993176  16576.060  0.7780   0.8228       29213.0
## 2204        0.51173226  13603.238  0.6895   0.8174       14144.0
## 2205        0.64736842  16460.816  0.7572   0.7457        4420.0
## 2206        0.29891304  63843.373  0.3244   0.6740       27000.0
## 2207        0.14260250  68522.001  0.1906   0.3153        7650.0
## 2208        0.57452123  20020.197  0.5476   0.5748       18931.0
## 2209        0.44846797  15879.322  0.7383   0.5634       21547.0
## 2210        0.51668585  28209.511  0.3669   0.1211        7695.0
## 2211        0.63792010   9451.071  0.9542   0.8080       15418.0
## 2212        0.60432331  11720.633  0.5456   0.4544        9500.0
## 2213        0.58003234  11956.502  0.7309   0.5926        9500.0
## 2214        0.30009149  50517.851  0.3986   0.4764       19423.5
## 2215        0.56845238  16993.986  0.5624   0.4594        7980.0
## 2216        0.53373615  35689.072  0.6667   0.9430       13625.0
## 2217        0.53993176  16576.060  0.6740   0.7390       29213.0
## 2218        0.18277311  15179.323  0.8956   0.1628        4181.0
## 2219        0.62658228   5268.470  0.5079   0.6772       25512.0
## 2220        0.34613197  32926.273  0.4726   0.5973       22434.0
## 2221        0.21194379 101705.267  0.2013   0.6793       27000.0
## 2222        0.51044084  22753.223  0.7362   0.4262        9060.5
## 2223        0.53886926  21643.940  0.5570   0.3242        9660.0
## 2224        0.55954518  12860.848  0.6297   0.5869        9500.0
## 2225        0.50731707  25722.367  0.5010   0.7243       18500.0
## 2226        0.58427318  12270.273  0.8011   0.8237       10071.0
## 2227        0.43414170  24233.656  0.7885   0.9385       32537.5
## 2228        0.52358927  24728.631  0.3819   0.1907        9500.0
## 2229        0.69916075   9906.248  0.6790   0.4738        5600.0
## 2230        0.32962963  20592.915  0.8825   0.7852       34300.0
## 2231        0.19852941  66924.890  0.2571   0.5992       27000.0
## 2232        0.48117083  26319.352  0.5085   0.6942       20250.0
## 2233        0.55782313  18549.969  0.7199   0.7813        9500.0
## 2234        0.41887724  53599.723  0.4604   0.8032       26982.0
## 2235        0.19789132  89593.014  0.1532   0.5034       25000.0
## 2236        0.17700113  65306.675  0.2012   0.1980       14284.5
## 2237        0.45791805  35290.338  0.4444   0.8236       22474.0
## 2238        0.41284404  33077.580  0.6363   0.8517       31000.0
## 2239        0.62762763  16556.138  0.7994   0.8832        9500.0
## 2240        0.45046774  22504.808  0.3094   0.1394        9750.0
## 2241        0.63968254  13375.599  0.9569   0.9440       11504.0
## 2242        0.25677419  64715.111  0.3758   0.8341       27000.0
## 2243        0.17768666  80413.754  0.1800   0.4198       21500.0
## 2244        0.48798989  24787.111  0.5576   0.3299        9000.0
## 2245        0.22404372  62301.175  0.1814   0.3256       23250.0
## 2246        0.35741445  33959.727  0.4392   0.7365       15250.0
## 2247        0.27619048  64365.914  0.3818   0.7783       25486.0
## 2248        0.53993176  16576.060  0.7012   0.7513       29213.0
## 2249        0.51351351  12638.023  0.6739   0.4783        9500.0
## 2250        0.45522388  26871.867  0.5295   0.4111       11000.0
## 2251        0.56079607  13276.551  0.8224   0.8367       19852.0
## 2252        0.42138365  60101.157  0.4556   0.8722       12000.0
## 2253        0.53993176  16576.060  0.5727   0.6782       29213.0
## 2254        0.52379298  18914.871  0.6120   0.3808        7750.0
## 2255        0.57711864  14935.800  0.7350   0.8200        9500.0
## 2256        0.60975610   5434.774  1.0000   0.7409       15105.0
## 2257        0.56190476  13174.870  0.6212   0.6364       12016.5
## 2258        0.60635697  12169.545  0.5511   0.5684        9500.0
## 2259        0.53865760  19505.467  0.4143   0.2606       12948.0
## 2260        0.52367531  17679.941  0.7224   0.8247       18772.0
## 2261        0.32186235  47815.422  0.3697   0.5732       18675.5
## 2262        0.48061148  25288.669  0.2897   0.2549        8946.0
## 2263        0.56410256  15943.452  0.8250   0.9139       27458.0
## 2264        0.57675439  20461.864  0.6658   0.6938       12603.0
## 2265        0.63875124  14129.174  0.6914   0.6534        9482.0
## 2266        0.48575465  22498.332  0.3464   0.1933       12000.0
## 2267        0.33587786  55409.055  0.4463   0.7915       25088.0
## 2268        0.53993176  16576.060  0.4691   0.6872       29213.0
## 2269        0.16782007  42303.191  0.1228   0.0465        7500.0
## 2270        0.46038544  29853.274  0.4167   0.5648        9866.0
## 2271        0.50375940  16801.731  0.4032   0.4764        8943.0
## 2272        0.41345203  48742.311  0.3551   0.5784       21500.0
## 2273        0.39860140  23819.819  0.7969   0.8750        8250.0
## 2274        0.52319588  21118.443  0.6890   0.9207       16334.0
## 2275        0.53333333  20804.313  0.6733   0.7030        9900.0
## 2276        0.42257218  47640.854  0.4933   0.7489       12000.0
## 2277        0.66000000  12168.012  0.5623   0.4453        7859.0
## 2278        0.55284553  12730.414  0.9403   0.5448        9500.0
## 2279        0.23188406  17383.123  0.4080   0.9040        5850.0
## 2280        0.60000000  21869.431  0.3970   0.0705        8802.5
## 2281        0.56984347  20923.213  0.6112   0.6400       11813.0
## 2282        0.52367531  17679.941  0.5423   0.8106       18772.0
## 2283        0.46614173  40972.758  0.4861   0.6889       19958.5
## 2284        0.56666667  18766.300  0.5275   0.5385        6249.0
## 2285        0.21793722  76069.898  0.2495   0.5293       22594.0
## 2286        0.52991453  10870.091  0.1805   0.4046        4775.0
## 2287        0.38914729  55835.777  0.4956   0.8209       27000.0
## 2288        0.50578010  17218.450  0.4218   0.2595       10734.0
## 2289        0.12903226  69895.775  0.2074   0.5565       21852.0
## 2290        0.51565378  16923.388  0.7243   0.8881       26417.0
## 2291        0.36976408  22681.341  0.7011   0.7935       30000.0
## 2292        0.53028571  26016.805  0.5071   0.8259       23750.0
## 2293        0.44410876  14811.891  0.7709   0.7345       13626.0
## 2294        0.53673835  18468.820  0.6337   0.8542       26583.0
## 2295        0.61538462  16314.828  0.5155   0.7287        9500.0
## 2296        0.24031564  73795.498  0.2445   0.5688       25650.0
## 2297        0.33210332  33299.945  0.5900   0.7786       21000.0
## 2298        0.41303920  31357.013  0.1754   0.1807       17286.0
## 2299        0.43505700  32183.099  0.4313   0.5125       21000.0
## 2300        0.47862444  19262.257  0.5488   0.4676       16517.5
## 2301        0.52367531  17679.941  0.7925   0.8726       18772.0
## 2302        0.53705954  15439.786  0.9640   0.9291       12227.0
## 2303        0.53658537  17481.493  0.3874   0.1525        5600.0
## 2304        0.46953676  22205.942  0.3350   0.1521        6195.0
## 2305        0.53981959  15592.366  0.8406   0.9264       21000.0
## 2306        0.47962649  21904.202  0.4871   0.6002       12228.0
## 2307        0.55944056  18534.868  0.5000   0.4863       10500.0
## 2308        0.56998314   7484.392  0.3176   0.0317        8180.0
## 2309        0.48366013  21819.091  0.3683   0.1190        5100.0
## 2310        0.51248923  23192.344  0.3462   0.1498        9000.0
## 2311        0.39233675  52542.479  0.3444   0.5407       20832.0
## 2312        0.49243821  19758.880  0.4859   0.3530        8000.0
## 2313        0.42313006  24035.168  0.5329   0.8601       27000.0
## 2314        0.55523256  26672.782  0.6123   0.4460       14000.0
## 2315        0.52442159  10502.157  0.8037   0.7185       16013.5
## 2316        0.54208085  12343.458  0.6593   0.4391        9500.0
## 2317        0.51173226  13603.238  0.6273   0.7682       14144.0
## 2318        0.52970297  32369.497  0.6071   0.7717       26000.0
## 2319        0.55592697  26318.802  0.5951   0.7615       22635.0
## 2320        0.53993176  16576.060  0.5605   0.6683       29213.0
## 2321        0.44433367   9761.940  0.9354   0.3216        5054.0
## 2322        0.47957839  17062.476  0.3561   0.2038        9298.0
## 2323        0.52000000   5956.008  0.8242   0.9451       14692.0
## 2324        0.58689459  18668.447  0.2828   0.1578        6000.0
## 2325        0.47338936  13972.803  0.7195   0.6832       13585.0
## 2326        0.51910112  15421.874  0.6893   0.4768       15000.0
## 2327        0.39007092  21586.241  0.6450   0.7850       45687.5
## 2328        0.37772397  26656.851  0.5104   0.8375       29168.0
## 2329        0.50267832   7183.036  0.5778   0.1891        6000.0
## 2330        0.38598520  36828.976  0.3917   0.4922       20029.0
## 2331        0.09937888  24155.395  0.7078   0.3112        9000.0
## 2332        0.53993176  16576.060  0.4904   0.5288       29213.0
## 2333        0.44786730  42461.783  0.5353   0.8971       13625.0
## 2334        0.50738857  23057.998  0.7085   0.8652       21175.5
## 2335        0.59862226  13548.891  0.5975   0.8774       10531.0
## 2336        0.46689172  18109.209  0.3392   0.2333       13837.5
## 2337        0.57879656  11682.589  0.9076   0.9571       24167.0
## 2338        0.53042645  13652.151  0.2624   0.0136        6125.0
## 2339        0.43817485  40031.999  0.4576   0.5762       20500.0
## 2340        0.45629887  18836.898  0.4086   0.2124        8250.0
## 2341        0.33568905  73313.930  0.3160   0.7674       27000.0
## 2342        0.41975309  22986.347  0.4271   0.6745       17354.0
## 2343        0.21808089  85618.632  0.3022   0.7038       25120.0
## 2344        0.37271215  63666.743  0.3880   0.7995       27000.0
## 2345        0.37115839  37738.071  0.3640   0.5211       19489.0
## 2346        0.22707708  71925.190  0.1916   0.4853       21500.0
## 2347        0.62188100  15281.732  0.4864   0.3615       12502.0
## 2348        0.56914393  14957.194  0.7304   0.6152        9500.0
## 2349        0.60885609  26153.761  0.8305   0.9676       19815.0
## 2350        0.49336870  21405.846  0.2991   0.1378       10000.0
## 2351        0.40259740  29219.517  0.7089   0.7658       23530.5
## 2352        0.58139535  21135.005  0.3529   0.5706        9833.0
## 2353        0.47022963  17299.557  0.5908   0.8552       23500.0
## 2354        0.51173226  13603.238  0.6550   0.8012       14144.0
## 2355        0.59904535  13195.424  0.8179   0.9265       18649.0
## 2356        0.48969889  23629.627  0.3591   0.3365       16000.0
## 2357        0.43349754  22464.768  0.4571   0.4623       15650.0
## 2358        0.45748731  41249.932  0.5035   0.7798       24250.0
## 2359        0.55300633  12638.013  0.3472   0.0514        4500.0
## 2360        0.56653992  25764.030  0.4557   0.6300        7667.0
## 2361        0.53237410  23355.140  0.7600   0.6933        6000.0
## 2362        0.41868577  24689.117  0.6017   0.3650       17750.0
## 2363        0.57796976  13244.941  0.4742   0.4779        9500.0
## 2364        0.57711443  11266.277  0.2430   0.0352        4800.0
## 2365        0.31214563  40843.634  0.3248   0.3395       14881.0
## 2366        0.46987952  36608.092  0.5040   0.0517       18854.0
## 2367        0.47927032  17847.127  0.6922   0.8142        9500.0
## 2368        0.51565378  16923.388  0.7494   0.8005       26417.0
## 2369        0.39159292  16548.886  0.8967   0.9484       29570.0
## 2370        0.51785714  10134.999  0.8446   0.9378       25232.5
## 2371        0.58394161  18860.079  0.4658   0.5753        8700.0
## 2372        0.63228492  11323.809  0.7507   0.6850        9500.0
## 2373        0.42748092  27933.650  0.3073   0.5094       12000.0
## 2374        0.50685976  14290.206  0.8552   0.8293       25750.0
## 2375        0.53993176  16576.060  0.7837   0.7806       29213.0
## 2376        0.50826446  24907.568  0.7119   0.7651       10751.0
## 2377        0.18709283  65217.284  0.2058   0.3066       15000.0
## 2378        0.09874826 117756.689  0.1203   0.4281       20083.0
## 2379        0.47867299  42173.843  0.3319   0.4549       27000.0
## 2380        0.39499126  24610.617  0.5035   0.6046       20000.0
## 2381        0.41924279  16549.429  0.4935   0.6484       15042.0
## 2382        0.53993176  16576.060  0.7004   0.8107       29213.0
## 2383        0.49591965  20622.792  0.6084   0.5763        9500.0
## 2384        0.23152709  69540.347  0.2850   0.5634       24198.0
## 2385        0.51688537  20997.498  0.4789   0.1529        6250.0
## 2386        0.31325301  24234.975  0.3875   0.6125       11000.0
## 2387        0.45833333  30422.179  0.5740   0.9228       25000.0
## 2388        0.14855876 103399.304  0.1376   0.1380       21500.0
## 2389        0.44528302  49326.184  0.5323   0.7993       25000.0
## 2390        0.38127604  39018.957  0.4268   0.4616       14505.5
## 2391        0.53273810  29664.625  0.6773   0.7824       16250.0
## 2392        0.49825885  14071.037  0.3819   0.1913        7000.0
## 2393        0.49612745  16074.637  0.7381   0.9235        9791.0
## 2394        0.48414376  25576.588  0.0835   0.1420        7000.0
## 2395        0.34603981  74848.139  0.2598   0.6036       22100.0
## 2396        0.61725664  12360.306  0.5265   0.6416       22138.5
## 2397        0.40711462  40299.037  0.4577   0.6303       24250.0
## 2398        0.56984347  20923.213  0.7589   0.6509       11813.0
## 2399        0.45017182  52298.022  0.3738   0.7408       27000.0
## 2400        0.49612745  16074.637  0.5000   0.7442        9791.0
## 2401        0.54645814  14371.340  0.6428   0.6527        9500.0
## 2402        0.32487310  33376.829  0.3345   0.4787       21500.0
## 2403        0.53671562  13613.734  0.2490   0.0553        8000.0
## 2404        0.37549407  54778.329  0.3539   0.7932       24478.0
## 2405        0.51056052  26872.782  0.3739   0.4864       27000.0
## 2406        0.54505300  21730.870  0.4819   0.2625        8811.0
## 2407        0.49612745  16074.637  0.7294   0.7526        9791.0
## 2408        0.44814560  19021.708  0.4389   0.5067       15661.0
## 2409        0.52367531  17679.941  0.8116   0.8583       18772.0
## 2410        0.21621622  70860.764  0.2636   0.5891       22500.0
## 2411        0.49358974  16862.274  0.7721   0.9191        9710.5
## 2412        0.18836433  82756.659  0.1873   0.6603       22500.0
## 2413        0.54425690  23310.885  0.5491   0.7344        9750.0
## 2414        0.56298360  24205.938  0.4254   0.2614        8308.5
## 2415        0.46849225  22826.049  0.4443   0.2333       10500.0
## 2416        0.42394822  35648.594  0.4594   0.6464       25930.5
## 2417        0.39147790  29055.574  0.3902   0.5212       22895.0
## 2418        0.52815575  16010.849  0.9488   0.9898        9500.0
## 2419        0.51060516  22412.463  0.6522   0.8649       39007.5
## 2420        0.43444730  19593.989  0.6446   0.4807        8980.0
## 2421        0.11195286  89683.703  0.1644   0.3215       18345.0
## 2422        0.57203647  16191.779  0.7358   0.7358        7938.0
## 2423        0.45811518  30354.306  0.4160   0.4415       20447.0
## 2424        0.29923274  43411.885  0.4278   0.7396       25140.0
## 2425        0.57093765  15322.287  0.7166   0.7599        9500.0
## 2426        0.31458616  63904.242  0.1880   0.5384       26500.0
## 2427        0.46216814  17900.888  0.6002   0.7838       11250.0
## 2428        0.49972663  16115.205  0.4575   0.2542       11545.5
## 2429        0.50984683  24869.524  0.4694   0.7735       25500.0
## 2430        0.52367531  17679.941  0.7234   0.8733       18772.0
## 2431        0.49612745  16074.637  0.6715   0.7445        9791.0
## 2432        0.45296828  28501.040  0.4980   0.3734        9000.0
## 2433        0.40117417  51754.531  0.3492   0.6822       22531.0
## 2434        0.49565217  28991.352  0.5105   0.7131       22705.0
## 2435        0.25448029  51864.953  0.4382   0.8692       27500.0
## 2436        0.39750000  33018.046  0.3362   0.4384       10822.0
## 2437        0.59569892  12522.106  0.6887   0.6022        9500.0
## 2438        0.54499366  19684.109  0.4859   0.8262       31083.0
## 2439        0.74137931  12680.687  0.2932   0.2331        6690.5
## 2440        0.50553506  13280.766  0.6948   0.8482        6331.0
## 2441        0.50000000   7316.832  0.4884   0.3566        6923.5
## 2442        0.37711443  55562.368  0.4169   0.7892       26001.0
## 2443        0.44900000  19626.055  0.1680   0.0549        8000.0
## 2444        0.19825073  97936.694  0.1786   0.6452       27000.0
## 2445        0.63461538  26892.347  0.2909   0.6152        3650.0
## 2446        0.39748954  27730.389  0.2632   0.3589       12557.5
## 2447        0.40662932  17354.319  0.3286   0.1741        8436.0
## 2448        0.51381215  24030.350  0.4393   0.5358       10987.5
## 2449        0.27055449  61335.768  0.3902   0.7814       25000.0
## 2450        0.52623421  14933.859  0.6786   0.8879       17800.0
## 2451        0.52367531  17679.941  0.7039   0.8221       18772.0
## 2452        0.49484536  29931.248  0.8128   0.9033       23000.0
## 2453        0.53097345  23625.394  0.5570   0.6711       14500.0
## 2454        0.57879656  11682.589  0.9697   0.9939       24167.0
## 2455        0.47742170  37732.574  0.3794   0.4764       21850.0
## 2456        0.51391162  20595.514  0.4027   0.4233        7481.0
## 2457        0.55859375   7344.553  0.6429   0.6205       16500.0
## 2458        0.46774194  22208.659  0.6512   0.7674       12207.5
## 2459        0.55422315  13043.457  0.7366   0.7336        9500.0
## 2460        0.50219520  20675.509  0.4324   0.4607        7100.0
## 2461        0.53152090  18928.569  0.6806   0.7274       20223.5
## 2462        0.55381443  14533.672  0.7412   0.6670        9500.0
## 2463        0.50567939  20438.010  0.4269   0.6400        8708.0
## 2464        0.52623421  14933.859  0.8426   0.8184       17800.0
## 2465        0.55086372  10627.887  0.8874   0.7031        9500.0
## 2466        0.53993176  16576.060  0.6243   0.7460       29213.0
## 2467        0.60631475  12656.790  0.7711   0.6928        9500.0
## 2468        0.57452123  20020.197  0.5450   0.5135       18931.0
## 2469        0.50038820  26248.585  0.4522   0.2921        9500.0
## 2470        0.28801843  57407.514  0.4118   0.7458       21500.0
## 2471        0.61365188  14440.194  0.3728   0.1864        8000.0
## 2472        0.34225249  56231.429  0.5214   0.8718       24974.0
## 2473        0.63792010   9451.071  0.8408   0.8599       15418.0
## 2474        0.36989498  58069.107  0.3088   0.6317       25000.0
## 2475        0.46870229  16481.495  0.2254   0.2408        6333.0
## 2476        0.52231043  14604.324  0.6789   0.8829       30992.0
## 2477        0.27719298  29469.517  0.3763   0.6098       24162.5
## 2478        0.58650395  19608.433  0.4511   0.1667        4500.0
## 2479        0.53993176  16576.060  0.7119   0.7721       29213.0
## 2480        0.52800000  16984.503  0.7692   0.9077       28678.5
## 2481        0.49190939  26358.507  0.6425   0.8523       14236.5
## 2482        0.44934190  29873.757  0.4473   0.5251       12145.0
## 2483        0.66666667  14406.498  0.4989   0.4470        9428.0
## 2484        0.52623421  14933.859  0.8821   0.8349       17800.0
## 2485        0.47651007  13624.307  0.7643   0.7947       12976.0
## 2486        0.63470320   9875.225  0.9412   0.9412        8083.0
## 2487        0.44624573  31720.064  0.5649   0.7554       31148.0
## 2488        0.48972240  31001.169  0.2957   0.4416       17844.5
## 2489        0.47070915  25742.349  0.2712   0.2245        6500.0
## 2490        0.38430608  31473.861  0.2926   0.2680       12136.0
## 2491        0.52367531  17679.941  0.6667   0.7487       18772.0
## 2492        0.58271865  13544.190  0.7952   0.7308        9500.0
## 2493        0.40000000  31501.580  0.1728   0.2046       17531.0
## 2494        0.45418327  24324.539  0.5414   0.7069        7063.0
## 2495        0.65079365   7863.030  0.6000   0.3561        7800.0
## 2496        0.51173226  13603.238  0.7472   0.7697       14144.0
## 2497        0.31118881  43664.342  0.4992   0.4734        5500.0
## 2498        0.54216867  13864.651  0.9556   0.9556        6340.0
## 2499        0.49591965  20622.792  0.4683   0.4974        9500.0
## 2500        0.65671642  10344.548  0.7460   0.7760        8350.0
## 2501        0.55932203  10952.101  0.5276   0.5031        6200.0
## 2502        0.69916075   9906.248  0.5959   0.1658        5600.0
## 2503        0.69832402  10535.852  0.9848   0.9848       25752.0
## 2504        0.52367531  17679.941  0.7714   0.8619       18772.0
## 2505        0.47724477  25338.193  0.4898   0.3739       14321.5
## 2506        0.50304878  14631.603  0.8726   0.8778       35000.0
## 2507        0.56079607  13276.551  0.8233   0.8699       19852.0
## 2508        0.45862765  34659.175  0.2791   0.6542       15721.0
## 2509        0.52957746  32805.726  0.7568   0.8829       13500.0
## 2510        0.49309154  22249.814  0.2677   0.0691        6700.0
## 2511        0.52361809  15172.148  0.7054   0.6493        9676.0
## 2512        0.26832281  52032.523  0.2997   0.4773       18750.0
## 2513        0.52367531  17679.941  0.7533   0.8489       18772.0
## 2514        0.50685976  14290.206  0.6125   0.6375       25750.0
## 2515        0.52002590  17006.545  0.2317   0.3118       32639.0
## 2516        0.37302726  48395.572  0.3579   0.5676       24478.5
## 2517        0.39867354  13115.336  0.5586   0.5198       14700.0
## 2518        0.47486772  28144.794  0.5471   0.5207       15500.0
## 2519        0.61731207   7630.856  0.8172   0.6596        9500.0
## 2520        0.53993176  16576.060  0.6137   0.7637       29213.0
## 2521        0.39182156  27780.389  0.5401   0.7595       29500.0
## 2522        0.57594937  18234.711  0.6484   0.7967        7731.5
## 2523        0.66505190  14132.762  0.6499   0.6529        7521.0
## 2524        0.19805381 104132.437  0.1361   0.5585       25894.0
## 2525        0.63128492  13883.479  0.7273   0.7955        8000.0
## 2526        0.53134153  21689.776  0.3306   0.0496        7000.0
## 2527        0.50567939  20438.010  0.4693   0.5437        8708.0
## 2528        0.50202429  31482.998  0.3591   0.4056       26100.0
## 2529        0.52367531  17679.941  0.6846   0.8333       18772.0
## 2530        0.57082452  13721.857  0.8226   0.9677       12125.0
## 2531        0.50864553  15836.990  0.7021   0.6894       12100.0
## 2532        0.31599379  65532.501  0.2532   0.5927       20000.0
## 2533        0.61517615   9979.544  0.6021   0.3305        7500.0
## 2534        0.49386754  32969.049  0.3837   0.4839       18750.0
## 2535        0.14616322 106285.853  0.1030   0.4190       25000.0
## 2536        0.34573601  62628.701  0.4761   0.4728       21500.0
## 2537        0.49887206  23999.960  0.2766   0.1134       13313.0
## 2538        0.44410876  14811.891  0.5032   0.6452       13626.0
## 2539        0.48474990  16552.147  0.6024   0.2692        5600.0
## 2540        0.51565378  16923.388  0.7913   0.7585       26417.0
## 2541        0.56984347  20923.213  0.7312   0.6656       11813.0
## 2542        0.41142857  46297.758  0.4869   0.8451       25500.0
## 2543        0.51856194  22326.050  0.5824   0.6176       17000.0
## 2544        0.76612903   4521.732  1.0000   0.9412       19191.5
## 2545        0.56073113  12706.501  0.6585   0.7561       20000.0
## 2546        0.63844622  10860.430  0.7850   0.4454        9500.0
## 2547        0.51173226  13603.238  0.7312   0.8226       14144.0
## 2548        0.52062952  18063.486  0.5618   0.4101       18301.0
## 2549        0.39182156  27780.389  0.7534   0.8235       29500.0
## 2550        0.31080241  50612.111  0.3918   0.7218       25290.0
## 2551        0.52049180  40932.872  0.5884   0.8287       16955.0
## 2552        0.41687289  43242.320  0.3563   0.5206       21500.0
## 2553        0.13921569  79005.966  0.0997   0.2728       17825.0
## 2554        0.51860649  25987.496  0.5038   0.3092        7262.0
## 2555        0.38636364  25131.142  0.7516   0.7250       21166.0
## 2556        0.38805970  23464.092  0.6082   0.8557       27722.0
## 2557        0.39288113  26695.713  0.4504   0.5546       15220.0
## 2558        0.47767857  19820.619  0.4726   0.4776        8350.0
## 2559        0.53993176  16576.060  0.4438   0.4788       29213.0
## 2560        0.37929496  43944.545  0.3713   0.5451       26334.0
## 2561        0.47239264  17556.952  0.7410   0.9096       31950.5
## 2562        0.56641404  11701.278  0.7834   0.6891        9500.0
## 2563        0.54545455  24238.003  0.4323   0.5825       12250.0
## 2564        0.53993176  16576.060  0.7075   0.6618       29213.0
## 2565        0.62187500   4357.027  0.8126   0.7705       21523.0
## 2566        0.34274851  41566.236  0.4942   0.7766       27000.0
## 2567        0.61968680  13521.224  0.5008   0.5025        9500.0
## 2568        0.27750473  19204.860  0.7160   0.3834       14112.5
## 2569        0.52572707  20915.837  0.7945   0.8371        8550.0
## 2570        0.40793740  53341.216  0.8430   0.9180       21875.0
## 2571        0.60178777  12627.314  0.8883   0.8659        8456.0
## 2572        0.22773723  89071.437  0.2649   0.7464       27000.0
## 2573        0.39918155  40817.324  0.4146   0.6182       22613.0
## 2574        0.47597765  28654.170  0.7003   0.9190       22000.0
## 2575        0.13388430 102347.292  0.1073   0.4286       23832.5
## 2576        0.53691275  10048.896  0.8878   0.9490        9500.0
## 2577        0.44753301  35416.672  0.5070   0.7259       27000.0
## 2578        0.15153337  75384.470  0.1386   0.3014       17500.0
## 2579        0.66831479   9457.962  0.7602   0.7546        7877.0
## 2580        0.54326396  27555.933  0.4778   0.3607       10500.0
## 2581        0.62406015  13060.848  0.7556   0.7278        6333.0
## 2582        0.50180505  27155.390  0.4859   0.5180       22001.5
## 2583        0.52367531  17679.941  0.7273   0.9091       18772.0
## 2584        0.52367531  17679.941  0.8514   0.7432       18772.0
## 2585        0.39377580  28754.940  0.6653   0.8303       27947.0
## 2586        0.53933550  16722.133  0.5699   0.4622       14250.0
## 2587        0.42136499  29911.907  0.4091   0.5598       12000.0
## 2588        0.54197511  23568.263  0.6797   0.6026       12000.0
## 2589        0.53993176  16576.060  0.8246   0.8772       29213.0
## 2590        0.51981823  27339.686  0.3654   0.1621        8000.0
## 2591        0.59047238  10927.544  0.8474   0.7564       10222.0
## 2592        0.35071514  69418.364  0.3236   0.6488       23000.0
## 2593        0.29050815  54815.298  0.2907   0.6501       23000.0
## 2594        0.48904470  25990.174  0.4520   0.4071        5500.0
## 2595        0.61997126  15952.936  0.2346   0.0515        5500.0
## 2596        0.15506035  54959.692  0.2264   0.3994       19000.0
## 2597        0.52623421  14933.859  0.8608   0.8200       17800.0
## 2598        0.49157303  14399.790  0.6554   0.5833        8172.5
## 2599        0.55586334  21279.362  0.4658   0.1859        8071.0
## 2600        0.56153161  19804.315  0.4809   0.4214       10920.0
## 2601        0.62063492  14676.063  0.5015   0.0853        2687.0
## 2602        0.51060516  22412.463  0.7500   0.8671       39007.5
## 2603        0.60178777  12627.314  0.9208   0.8981        8456.0
## 2604        0.53993176  16576.060  0.5266   0.6292       29213.0
## 2605        0.47493404  40934.715  0.4171   0.7201       25000.0
## 2606        0.37992832  28177.070  0.4422   0.6693        7307.0
## 2607        0.39182156  27780.389  0.5300   0.8551       29500.0
## 2608        0.63844622  10860.430  0.8847   0.4870        9500.0
## 2609        0.42376039  31512.843  0.4373   0.3750       16444.5
## 2610        0.53152090  18928.569  0.6800   0.6989       20223.5
## 2611        0.25752508  31708.643  0.2411   0.5491        8375.0
## 2612        0.52367531  17679.941  0.7440   0.8080       18772.0
## 2613        0.58800000  22329.311  0.5781   0.8272       12697.5
## 2614        0.46846847  26312.863  0.5052   0.5842       14575.5
## 2615        0.76106195  10631.504  0.5862   0.3276        3500.0
## 2616        0.38192420  56816.909  0.4731   0.8365       27800.0
## 2617        0.42754256  43932.406  0.4070   0.6668       24077.0
## 2618        0.46216814  17900.888  0.7500   0.9256       11250.0
## 2619        0.43188079  32210.389  0.2675   0.3446        9000.0
## 2620        0.51038844  20709.313  0.5162   0.6704       11056.0
## 2621        0.61194030  13749.126  0.5070   0.5141        8519.5
## 2622        0.35952178  53368.576  0.4636   0.8722       25000.0
## 2623        0.58557994  12038.460  0.8535   0.7388       13500.0
## 2624        0.57480315   9119.726  0.9005   0.9154       15623.0
## 2625        0.22007722  59434.684  0.3256   0.6097       27000.0
## 2626        0.22593718  92554.195  0.2220   0.7090       25580.0
## 2627        0.39094275  24782.896  0.5914   0.4938       15250.0
## 2628        0.49612745  16074.637  0.5319   0.6454        9791.0
## 2629        0.53652789  24622.734  0.5403   0.6247       12750.0
## 2630        0.61281490  20173.880  0.6372   0.0000        4500.0
## 2631        0.18620690 100770.144  0.1683   0.6415       26511.0
## 2632        0.54686328  13793.389  0.8876   0.8862       37540.0
## 2633        0.58324324  13374.978  0.8586   0.6494        8157.0
## 2634        0.47022963  17299.557  0.7197   0.9085       23500.0
## 2635        0.30993377  68891.597  0.3476   0.7791       27000.0
## 2636        0.42404007  51071.655  0.4860   0.8246       27000.0
## 2637        0.29728231  49574.222  0.2407   0.3899       18000.0
## 2638        0.48702290  19916.271  0.3775   0.1759        8225.0
## 2639        0.49612745  16074.637  0.6066   0.8383        9791.0
## 2640        0.21843003  92927.957  0.1965   0.5863       25827.0
## 2641        0.24802911  77056.156  0.1762   0.5553       25619.0
## 2642        0.51565378  16923.388  0.5212   0.4406       26417.0
## 2643        0.36351876  26145.006  0.5835   0.9365       16000.0
## 2644        0.45718232  17067.907  0.6164   0.2734        8325.0
## 2645        0.19635043  72756.402  0.2292   0.4694       20481.0
## 2646        0.36824645  69935.211  0.2949   0.6720       24849.5
## 2647        0.66952264  11796.465  0.5227   0.5426        9500.0
## 2648        0.29606880  55983.603  0.4747   0.9459       24650.0
## 2649        0.46223840  30656.189  0.5810   0.6579       16000.0
## 2650        0.52367531  17679.941  0.7191   0.8193       18772.0
## 2651        0.43203884  22796.155  0.2983   0.3370        6333.0
## 2652        0.54511278  14238.575  0.8789   0.8401       34187.0
## 2653        0.20325203  72510.750  0.1446   0.3951       19500.0
## 2654        0.27309894  88117.723  0.2482   0.6494       26000.0
## 2655        0.38577994  27003.216  0.4326   0.4701       13175.5
## 2656        0.52230815  12818.457  0.8060   0.8362       15433.0
## 2657        0.53993176  16576.060  0.6598   0.7557       29213.0
## 2658        0.54706927  21882.573  0.4430   0.1026        8499.0
## 2659        0.53361892  13186.935  0.9054   0.8833       17886.5
## 2660        0.54342984  13027.239  0.8274   0.7411       12343.0
## 2661        0.31029810  29494.364  0.6598   0.9269       18255.0
## 2662        0.63636364  25968.435  0.6748   0.6442       10350.0
## 2663        0.37585421  55680.343  0.4724   0.8409       25000.0
## 2664        0.54020101  20316.285  0.3300   0.0787        5250.0
## 2665        0.54772440  28912.325  0.3006   0.1704        9000.0
## 2666        0.41552106  28073.565  0.5066   0.4009       18750.0
## 2667        0.57212714  11836.394  0.6402   0.6192        9500.0
## 2668        0.65413534  24786.057  0.7920   0.8285        9500.0
## 2669        0.47048301  44044.278  0.5373   0.7552       25000.0
## 2670        0.39716312  21996.703  0.5514   0.9135       11646.5
## 2671        0.56455493  14834.758  0.4819   0.4964        9500.0
## 2672        0.12144993 114769.376  0.1474   0.6148       26000.0
## 2673        0.52784000  14979.700  0.6611   0.6493       17500.0
## 2674        0.55149502  41884.713  0.3062   0.6488       16217.5
## 2675        0.24269006  87154.204  0.2593   0.6778       25000.0
## 2676        0.49520154  20256.488  0.4351   0.1856       10745.5
## 2677        0.47784810  33886.726  0.5317   0.8264       24200.0
## 2678        0.33935981  27454.190  0.4786   0.6209       23000.0
## 2679        0.61968680  13521.224  0.5093   0.5093        9500.0
## 2680        0.67063655  12251.896  0.9332   0.9800        9500.0
## 2681        0.16081081  84487.337  0.2317   0.6281       26000.0
## 2682        0.53652789  24622.734  0.6534   0.6566       12750.0
## 2683        0.49259259  27997.780  0.3706   0.3905        5500.0
## 2684        0.22338205  63496.109  0.2511   0.5823       27251.0
## 2685        0.56058752  18729.008  0.6731   0.7736       12708.0
## 2686        0.45360825  17253.195  0.6179   0.6992        9500.0
## 2687        0.43663912  22727.136  0.7229   0.5524       12378.0
## 2688        0.51173226  13603.238  0.8421   0.7719       14144.0
## 2689        0.47554039  39062.436  0.4531   0.6732       25000.0
## 2690        0.57796976  13244.941  0.4294   0.4402        9500.0
## 2691        0.54267390  12749.704  0.6600   0.5437       11408.0
## 2692        0.37735849  14052.151  0.7143   0.7970        9500.0
## 2693        0.53588130  17566.275  0.4976   0.0703        5826.5
## 2694        0.51173226  13603.238  0.6838   0.7647       14144.0
## 2695        0.53308824  15855.996  0.5748   0.7961        8988.0
## 2696        0.36060209  21805.399  0.6237   0.8109       30086.5
## 2697        0.22580645 101821.571  0.1814   0.5003       21500.0
## 2698        0.56984347  20923.213  0.4254   0.6194       11813.0
## 2699        0.34801123  33406.320  0.3626   0.4373       16920.0
## 2700        0.49739583  29492.911  0.3635   0.3563        8045.0
## 2701        0.46076923  20309.749  0.2007   0.0183        4715.0
## 2702        0.23006757  45092.860  0.4465   0.6840       25625.0
## 2703        0.56079607  13276.551  0.8627   0.8984       19852.0
## 2704        0.54579323  18086.927  0.6728   0.7462       13411.0
## 2705        0.21037182  40359.663  0.2486   0.4427       23000.0
## 2706        0.52941176  27640.621  0.6312   0.3413        9950.5
## 2707        0.48239437  22442.946  0.6740   0.8056       22000.0
## 2708        0.53750000  11351.451  0.8154   0.9692        7825.0
## 2709        0.45588235  23545.613  0.5709   0.5791       10225.0
## 2710        0.45892059  19429.859  0.4670   0.1827        7000.0
## 2711        0.60891850  10572.809  0.9184   0.9984        9500.0
## 2712        0.41957672  58347.809  0.3541   0.6786       20827.0
## 2713        0.49019608  16071.331  0.8748   0.7121       20250.0
## 2714        0.54565457  23963.429  0.4063   0.2321        7247.0
## 2715        0.43884582  36479.288  0.5678   0.5662       18833.0
## 2716        0.36456212  52287.957  0.3442   0.6935       16666.0
## 2717        0.32078638  13506.499  0.8828   0.4868       10000.0
## 2718        0.26984127  59506.423  0.3722   0.5987       12000.0
## 2719        0.45649433  32666.539  0.3878   0.3930        6500.0
## 2720        0.19425779  20470.618  0.7391   0.7826       14583.0
## 2721        0.65527344  13146.599  0.9215   0.9620       12579.5
## 2722        0.48240785  22916.803  0.4659   0.5095       19797.0
## 2723        0.40793740  53341.216  0.6686   0.7289       21875.0
## 2724        0.48885350  22790.880  0.5649   0.7824       24373.0
## 2725        0.58998935  18120.622  0.6075   0.6466       17907.0
## 2726        0.31057063  62411.382  0.3743   0.7260       27000.0
## 2727        0.54153846  13935.303  0.6903   0.8983       14500.0
## 2728        0.29220779  33590.336  0.4432   0.7081       28250.0
## 2729        0.54545455  11003.033  0.6381   0.6143       13303.0
## 2730        0.50054621  19276.288  0.3555   0.3092        8500.0
## 2731        0.50486618  23109.629  0.5379   0.4211        8000.0
## 2732        0.26247437  77038.770  0.2620   0.5993       23500.0
## 2733        0.47589099  25389.089  0.2404   0.3199        9543.5
## 2734        0.27200577  33689.776  0.6148   0.8390       30551.0
## 2735        0.52002590  17006.545  0.3164   0.3770       32639.0
## 2736        0.27368421  61960.007  0.2833   0.6504       25486.0
## 2737        0.49878935  34751.030  0.5514   0.6105       13450.0
## 2738        0.50636381  15613.646  0.5453   0.5812       12125.0
## 2739        0.49612745  16074.637  0.7500   0.7833        9791.0
## 2740        0.42890443  22261.932  0.4953   0.5478       16000.0
## 2741        0.46684176  21527.198  0.4652   0.2814        9000.0
## 2742        0.51173226  13603.238  0.7652   0.7955       14144.0
## 2743        0.38747731   5513.060  0.9388   0.0980        3550.0
## 2744        0.47962649  21904.202  0.8824   0.8471       12228.0
## 2745        0.52289724  19174.607  0.3658   0.1420        5751.0
## 2746        0.50636381  15613.646  0.4974   0.6638       12125.0
## 2747        0.44859813   9320.694  0.7613   0.5548        9500.0
## 2748        0.47022963  17299.557  0.6185   0.7600       23500.0
## 2749        0.50931768  18822.795  0.4535   0.3909       14403.5
## 2750        0.44363636  39372.278  0.5205   0.8297       27000.0
## 2751        0.53580616  28726.040  0.4032   0.5167       18625.0
## 2752        0.41868577  24689.117  0.5686   0.4508       17750.0
## 2753        0.54545455  11003.033  0.7484   0.6368       13303.0
## 2754        0.47551656  18386.926  0.6260   0.9675        8607.0
## 2755        0.56616052  15125.785  0.7747   0.7347        9500.0
## 2756        0.58028455  14115.820  0.9005   1.0000       11831.0
## 2757        0.31458616  63904.242  0.3368   0.5790       26500.0
## 2758        0.56541524  18102.075  0.8560   0.5507        8107.0
## 2759        0.52623421  14933.859  0.5955   0.8662       17800.0
## 2760        0.40350877  18805.287  0.2452   0.7739       48250.0
## 2761        0.54987080  11017.917  0.3683   0.2813       23125.0
## 2762        0.27887789  68445.539  0.2220   0.5860       25000.0
## 2763        0.56809339  16387.473  0.9559   0.9648        8005.0
## 2764        0.46553859  34364.234  0.2934   0.3782       15625.0
## 2765        0.62827988  15491.279  0.5129   0.4988        9500.0
## 2766        0.43830787  31416.796  0.5701   0.8679       23937.5
## 2767        0.36956840  51704.792  0.2732   0.5617       22096.0
## 2768        0.47551656  18386.926  0.5556   0.9804        8607.0
## 2769        0.69916075   9906.248  0.5376   0.1214        5600.0
## 2770        0.54078550  24444.660  0.6232   0.8012       18500.0
## 2771        0.55154505  16520.350  0.4926   0.5346        9500.0
## 2772        0.64155844  14147.803  0.6064   0.5372        9500.0
## 2773        0.52367531  17679.941  0.6195   0.8260       18772.0
## 2774        0.45285935  15420.820  0.6180   0.5918       10974.0
## 2775        0.53993176  16576.060  0.6578   0.7807       29213.0
## 2776        0.55001389  14476.063  0.7999   1.0000       24608.0
## 2777        0.47502117  16807.482  0.5386   0.9793        8107.0
## 2778        0.45507246  26661.912  0.4167   0.1411        4000.0
## 2779        0.43503937  46275.104  0.4330   0.7451       23000.0
## 2780        0.52367531  17679.941  0.7197   0.8503       18772.0
## 2781        0.54805616  18131.240  0.2997   0.0543       10435.0
## 2782        0.53721683   7551.041  0.6375   0.7242       15436.5
## 2783        0.36875664  24867.350  0.5781   0.5983       12000.0
## 2784        0.57711864  14935.800  0.7654   0.7346        9500.0
## 2785        0.55219415   8248.321  0.2973   0.1815       22319.5
## 2786        0.53476215  17606.493  0.6174   0.7245        9500.0
## 2787        0.54399653  18880.947  0.3314   0.0783        9500.0
## 2788        0.51173226  13603.238  0.7647   0.7757       14144.0
## 2789        0.49266420  43058.625  0.3941   0.7056       23756.0
## 2790        0.37928118  50212.760  0.6753   0.9184       24500.0
## 2791        0.13791239 100149.835  0.1674   0.5903       27000.0
## 2792        0.28665208  67293.367  0.3277   0.8521       25000.0
## 2793        0.45772080  40768.496  0.6486   0.7576       24500.0
## 2794        0.62500000  12862.479  0.7002   0.6879        9669.0
## 2795        0.53376206  16283.669  0.7837   0.7653       11528.0
## 2796        0.48400465  21670.616  0.6411   0.7161       24749.0
## 2797        0.27641773  80696.671  0.2764   0.6873       21500.0
## 2798        0.52367531  17679.941  0.5676   0.8299       18772.0
## 2799        0.37655367  30155.141  0.4705   0.5468       19500.0
## 2800        0.64238411  15480.880  0.5208   0.4500        4372.0
## 2801        0.46713852  24730.525  0.4091   0.2445        9725.0
## 2802        0.62698413   6729.205  0.7130   0.7130        9702.0
## 2803        0.54150198  20140.184  0.2477   0.0760        6500.0
## 2804        0.72146119  20650.920  0.8889   0.6125        5482.0
## 2805        0.42040230  48355.097  0.4224   0.7035       21000.0
## 2806        0.24674842  68637.858  0.3421   0.7286       23710.0
## 2807        0.52367531  17679.941  0.7446   0.7897       18772.0
## 2808        0.18863398  59599.072  0.2105   0.4315       23250.0
## 2809        0.54647160  20384.749  0.7886   0.8708       23275.0
## 2810        0.51060516  22412.463  0.7221   0.8640       39007.5
## 2811        0.48400765  15535.265  0.5695   0.3057       10512.0
## 2812        0.48292683  18126.057  0.7048   0.5429        5805.0
## 2813        0.32127940  50178.178  0.3069   0.5642       21250.0
## 2814        0.74137931  12680.687  0.8621   0.6552        6690.5
## 2815        0.47836626  21506.740  0.5392   0.7277       15750.0
## 2816        0.57498223  16976.016  0.3542   0.0234        4500.0
## 2817        0.52367531  17679.941  0.7356   0.6542       18772.0
## 2818        0.49056604  34594.932  0.3734   0.5431       24125.0
## 2819        0.32474227  70055.319  0.3040   0.7339       27000.0
## 2820        0.56984347  20923.213  0.4924   0.5810       11813.0
## 2821        0.63333333  13139.065  0.7321   0.4821        6222.0
## 2822        0.50610110  24233.921  0.4993   0.5854       12988.5
## 2823        0.56113724  14036.265  0.9062   0.8566       18808.5
## 2824        0.65813953   4191.386  0.9704   1.0000       16500.0
## 2825        0.41044776  24091.265  0.5425   0.7946       29667.0
## 2826        0.51173226  13603.238  0.7813   0.8229       14144.0
## 2827        0.55026455  13505.203  0.6007   0.6871        6958.5
## 2828        0.52367531  17679.941  0.7213   0.8742       18772.0
## 2829        0.57754658  15490.904  0.7581   0.7548        9065.5
## 2830        0.36363636  50213.939  0.4456   0.8255       26275.0
## 2831        0.52981132  21969.529  0.5800   0.1321        5950.0
## 2832        0.44943820  15760.844  0.6378   0.6457        9564.0
## 2833        0.44685466  26337.095  0.6275   0.8725        9833.0
## 2834        0.51423488  18879.065  0.4811   0.2285       12250.0
## 2835        0.41868577  24689.117  0.3026   0.2105       17750.0
## 2836        0.36657303  10663.916  0.8848   0.2363        3289.5
## 2837        0.39103448  29444.441  0.3808   0.4254       12000.0
## 2838        0.52367531  17679.941  0.6895   0.8414       18772.0
## 2839        0.57031250  14540.985  0.7218   0.7532       10500.0
## 2840        0.46765554  28261.910  0.4687   0.4735       18802.0
## 2841        0.51173226  13603.238  0.7771   0.8253       14144.0
## 2842        0.47138136  44536.340  0.4661   0.7627       14500.0
## 2843        0.53675214  26205.384  0.6009   0.4512        9375.0
## 2844        0.52808989  18305.836  0.8696   0.8804       34738.5
## 2845        0.18677940  84876.150  0.1900   0.4837       24000.0
## 2846        0.46216814  17900.888  0.7106   0.9288       11250.0
## 2847        0.29258242  60245.673  0.3679   0.6046       23400.0
## 2848        0.42980562  22774.419  0.6700   0.7500       29500.0
## 2849        0.45772080  40768.496  0.4393   0.6008       24500.0
## 2850        0.51476793  15217.366  0.7703   0.9139       30500.0
## 2851        0.25286041  68157.496  0.3650   0.6817       25184.5
## 2852        0.39345404  55345.561  0.3357   0.6016       22250.0
## 2853        0.36927622  38293.959  0.8754   0.8577       27000.0
## 2854        0.21958457  42830.088  0.3171   0.5015       25000.0
## 2855        0.34769231  46225.834  0.4365   0.6992       23500.0
## 2856        0.69916075   9906.248  0.4303   0.2669        5600.0
## 2857        0.56250000  30566.670  0.3207   0.4457        9833.0
## 2858        0.65952381  14879.221  0.5979   0.5206        6500.0
## 2859        0.37883683  49852.544  0.3808   0.7083       24849.0
## 2860        0.52967033  37449.914  0.4592   0.6684       24375.0
## 2861        0.52367531  17679.941  0.7887   0.8378       18772.0
## 2862        0.17174393  59142.457  0.1427   0.2643       20137.5
## 2863        0.47955390  15682.136  0.5701   0.5234        8286.0
## 2864        0.39270887  28845.605  0.5163   0.6393       24500.0
## 2865        0.37813440  28581.465  0.4158   0.4101       10500.0
## 2866        0.50764526  17150.928  0.6852   0.6644        8562.0
## 2867        0.36410256  36866.243  0.4767   0.7587       12429.0
## 2868        0.56102362  21229.398  0.7029   0.6360       15000.0
## 2869        0.53562341  14743.294  0.7036   0.5979        9500.0
## 2870        0.51060516  22412.463  0.5615   0.7615       39007.5
## 2871        0.65948633   9585.459  0.9441   1.0000        9500.0
## 2872        0.51173226  13603.238  0.7568   0.8378       14144.0
## 2873        0.52816901  30380.648  0.3545   0.1491        8400.0
## 2874        0.44347826  26409.800  0.6943   0.8917       28913.0
## 2875        0.40114286  27875.167  0.1641   0.1308        6183.0
## 2876        0.40063694  34866.247  0.4093   0.4414        9425.0
## 2877        0.56113724  14036.265  0.9061   0.9283       18808.5
## 2878        0.37597403  27916.584  0.6072   0.9855       28125.0
## 2879        0.60518605   5006.630  0.8423   0.7688       25872.0
## 2880        0.43024345  26497.520  0.4204   0.4870       19592.5
## 2881        0.53152090  18928.569  0.5650   0.6812       20223.5
## 2882        0.52182815  17763.014  0.7115   0.8265       28250.0
## 2883        0.54918919  29894.060  0.6831   0.7778       22537.5
## 2884        0.31184529  74677.441  0.2752   0.7334       27000.0
## 2885        0.43798450  34104.932  0.4705   0.4714       19000.0
## 2886        0.41820768  53241.216  0.4765   0.7422       27000.0
## 2887        0.47767857  19820.619  0.4961   0.5426        8350.0
## 2888        0.44995795  33815.166  0.4564   0.6522       26000.0
## 2889        0.52873563  15402.433  0.8958   0.9831        5169.0
## 2890        0.41187694  40049.412  0.4336   0.5972       21725.0
## 2891        0.42207792  30918.044  0.8559   0.8936       20000.0
## 2892        0.48390805  25152.743  0.7253   0.9489       20000.0
## 2893        0.59765977  15258.167  0.4128   0.3078       10182.0
## 2894        0.43242140  29975.494  0.5351   0.7146       27375.0
## 2895        0.20323741  57428.850  0.1955   0.3671       21000.0
## 2896        0.52623421  14933.859  0.8639   0.7783       17800.0
## 2897        0.52367531  17679.941  0.7153   0.8631       18772.0
## 2898        0.66094421  17364.886  0.4641   0.4641        8233.0
## 2899        0.51173226  13603.238  0.6174   0.7478       14144.0
## 2900        0.58940397  17294.289  0.7308   0.7500        9261.0
## 2901        0.52367531  17679.941  0.7428   0.8847       18772.0
## 2902        0.47135843  19165.650  0.9532   0.9922        7600.0
## 2903        0.20114943  78529.748  0.2862   0.7319       28000.0
## 2904        0.33477011  84394.612  0.2520   0.6676       25691.0
## 2905        0.32522796  43498.220  0.2161   0.3603       21500.0
## 2906        0.55655458  13977.151  0.6535   0.7686        9500.0
## 2907        0.43525887  22508.347  0.5112   0.3946        9500.0
## 2908        0.53394256  52909.165  0.2987   0.6155       15300.0
## 2909        0.60062893  13618.907  0.7107   0.3425        8047.0
## 2910        0.52367531  17679.941  0.7619   0.8510       18772.0
## 2911        0.57205490  14997.235  0.3952   0.0654        8526.5
## 2912        0.39451728  33804.890  0.5317   0.8206       27000.0
## 2913        0.15395894  99970.390  0.1289   0.5434       26443.0
## 2914        0.48487903  27051.586  0.7047   0.9180       22069.0
## 2915        0.53361892  13186.935  0.9734   0.9962       17886.5
## 2916        0.49358974  16862.274  0.6791   0.7807        9710.5
## 2917        0.53870968  19717.359  0.3422   0.2234        7650.0
## 2918        0.63030303   9942.135  0.6766   0.7225        9500.0
## 2919        0.57480315  15458.127  0.6400   0.6225       11622.0
## 2920        0.53964194  12730.738  0.6667   0.3608        7338.0
## 2921        0.51957130  10643.461  0.4413   0.0970        8579.5
## 2922        0.95249406   5841.295  0.8583   0.8583        5150.0
## 2923        0.50703804  31019.941  0.5567   0.7806       18834.0
## 2924        0.61011956  15222.725  0.8362   0.8319       17264.0
## 2925        0.20078740  79118.763  0.2241   0.5380       23763.0
## 2926        0.59459459  12242.877  0.6773   0.5866        9500.0
## 2927        0.57558610  15354.724  0.7240   0.7919       43487.0
## 2928        0.54089710  15530.409  0.5988   0.5569        6713.0
## 2929        0.62135922  10302.700  0.9428   0.9337        9500.0
## 2930        0.54347826  13414.108  0.9067   0.9515       28484.0
## 2931        0.58482549  17682.048  0.7907   0.9447       20000.0
## 2932        0.33348057  57498.531  0.3047   0.7741       24050.0
## 2933        0.50323176  17100.409  0.9121   0.9386       27920.0
## 2934        0.45034911  22748.594  0.4624   0.4619        8000.0
## 2935        0.63844622  10860.430  0.7033   0.5519        9500.0
## 2936        0.47150259  32738.045  0.4772   0.5621       19369.0
## 2937        0.49152542  17943.891  0.7480   0.8840        9500.0
## 2938        0.42465753  37662.756  0.3687   0.5635       18500.0
## 2939        0.46153846  41142.031  0.4397   0.5927       18202.0
## 2940        0.52367531  17679.941  0.6877   0.8898       18772.0
## 2941        0.56798623  10282.592  0.7968   0.8089        8091.0
## 2942        0.40119462  26934.738  0.3330   0.2735        9500.0
## 2943        0.59542195  22366.975  0.6425   0.3801       12500.0
## 2944        0.39148936  33241.448  0.4736   0.7152       17987.5
## 2945        0.48579545  39591.239  0.2774   0.4895        5500.0
## 2946        0.50304878  14631.603  0.7071   0.8513       35000.0
## 2947        0.55566038  19395.356  0.4868   0.6099        9500.0
## 2948        0.51173226  13603.238  0.7674   0.8372       14144.0
## 2949        0.64734300  22405.761  0.9160   0.9600       14950.5
## 2950        0.51173226  13603.238  0.7517   0.7793       14144.0
## 2951        0.35267857  42081.715  0.4756   0.8134       25000.0
## 2952        0.50826446  24907.568  0.6065   0.8675       10751.0
## 2953        0.52367531  17679.941  0.6761   0.8324       18772.0
## 2954        0.52623421  14933.859  0.8856   0.8455       17800.0
## 2955        0.50339297  27295.607  0.3815   0.2607       10500.0
## 2956        0.46514637  27788.285  0.4756   0.5285       18500.0
## 2957        0.59219858  15748.803  0.8367   0.6735       11087.0
## 2958        0.61625442  14129.325  0.6737   0.6578        9500.0
## 2959        0.28074971  47364.624  0.2989   0.7011       25212.5
## 2960        0.36388509  28260.823  0.5414   0.6424       14959.0
## 2961        0.57742782   9197.728  0.5424   0.5424        9500.0
## 2962        0.12873932  67084.645  0.1348   0.4104       17500.0
## 2963        0.50948509  24488.913  0.4763   0.5668        7649.0
## 2964        0.58113804  22383.107  0.5171   0.2709        9000.0
## 2965        0.49307479  16185.802  0.7723   0.7581        9500.0
## 2966        0.57015590  15920.626  0.5013   0.0804        7306.0
## 2967        0.62921348  22304.311  0.7176   0.1118        3500.0
## 2968        0.52623421  14933.859  0.8300   0.7746       17800.0
## 2969        0.52702703  24007.569  0.6984   0.6032        8388.0
## 2970        0.47925124  22101.050  0.5831   0.3667       17125.0
## 2971        0.54359926  12080.415  0.8317   0.7792        9500.0
## 2972        0.56076854  13036.935  0.4026   0.4237       14350.0
## 2973        0.52367531  17679.941  0.6312   0.7766       18772.0
## 2974        0.54374276  13711.934  0.8549   0.9435       23036.0
## 2975        0.49853776  22588.006  0.5892   0.4577       18750.0
## 2976        0.56067540  21573.334  0.3769   0.1885        8400.0
## 2977        0.62236480  11488.568  0.7256   0.5321        6782.0
## 2978        0.52576018   8829.960  0.2928   0.0865       11500.0
## 2979        0.50028852  23218.160  0.4806   0.3322       15000.0
## 2980        0.50759219  23432.570  0.4579   0.3997       15206.0
## 2981        0.33351484  29266.914  0.4364   0.5413       12468.0
## 2982        0.43203884  22796.155  0.3884   0.5124        6333.0
## 2983        0.59740260  30459.732  0.4227   0.7356       15933.5
## 2984        0.28195489  54109.693  0.4081   0.7821       27000.0
## 2985        0.45975948  21754.212  0.5643   0.3549        7848.0
## 2986        0.52367531  17679.941  0.8247   0.8783       18772.0
## 2987        0.52002590  17006.545  0.2337   0.3225       32639.0
## 2988        0.53993176  16576.060  0.6740   0.6947       29213.0
## 2989        0.41304348  15972.674  0.4865   0.4865        7705.0
## 2990        0.50567939  20438.010  0.4997   0.6364        8708.0
## 2991        0.49433829  39220.565  0.4599   0.6761       22500.0
## 2992        0.38618926  27380.253  0.7732   0.8925       15336.0
## 2993        0.60977948  14793.219  0.6464   0.6464        9500.0
## 2994        0.32620836  38320.589  0.4682   0.6489       22250.0
## 2995        0.62135922  10302.700  0.9266   0.9285        9500.0
## 2996        0.36250000  32134.730  0.5382   0.6423       19000.0
## 2997        0.41117764  45433.202  0.4194   0.8760       25500.0
## 2998        0.52367531  17679.941  0.7478   0.8487       18772.0
## 2999        0.25388178  62420.741  0.2553   0.5182       21250.0
## 3000        0.44435315  35629.289  0.4180   0.5198       24800.0
## 3001        0.56687292  20551.259  0.1508   0.0146        4499.0
## 3002        0.63425926  17560.841  0.4760   0.4247        7722.0
## 3003        0.56914393  14957.194  0.7773   0.7052        9500.0
## 3004        0.50672077  20397.267  0.1951   0.0626        9750.0
## 3005        0.66604478  11361.462  0.1877   0.5987        9500.0
## 3006        0.30056180  83402.036  0.2462   0.6966       24154.0
## 3007        0.48936170  33071.257  0.5985   0.8175       29500.0
## 3008        0.48885350  22790.880  0.7030   0.8198       24373.0
## 3009        0.46455505  22726.987  0.6834   0.8901       10555.0
## 3010        0.64035088  17077.689  0.7117   0.6802        5924.0
## 3011        0.53922396  20923.335  0.5993   0.4502       15000.0
## 3012        0.38873640  11542.372  0.7517   0.4430        5500.0
## 3013        0.26562500  49784.960  0.4250   0.5781       18368.0
## 3014        0.44303797  28806.956  0.4777   0.8204       32500.0
## 3015        0.59124370  15555.693  0.5278   0.5241       13262.0
## 3016        0.51060516  22412.463  0.6560   0.8255       39007.5
## 3017        0.46548073  30616.676  0.2247   0.0939        8000.0
## 3018        0.57093765  15322.287  0.7394   0.9457        9500.0
##      WDRAW_DEBT_MDN APPL_SCH_PCT_GE2 MD_EARN_WNE_P6 MD_EARN_WNE_P10
## 1            4750.0       0.43005181          13800           14600
## 2            5524.0       0.32946429          26100           29600
## 3            8250.0       0.59519868          31200           36800
## 4           11969.0       0.83725136          27600           41700
## 5            5500.0       0.33333333          23700           22800
## 6            8751.0       0.54275381          38900           48300
## 7            3482.0       0.27525253          14400           17800
## 8            4750.0       0.41972973          21100           26700
## 9            6500.0       0.61195227          34400           42900
## 10           6084.0       0.30175439          31300           38500
## 11           8750.0       0.53228228          28500           33600
## 12           6281.0       0.50125045          28900           36600
## 13           3801.5       0.41666667          21800           24300
## 14           3938.5       0.31055901          18500           19300
## 15           9500.0       0.46159170          33800           39300
## 16           6334.0       0.48332546          36500           49200
## 17           7467.0       0.45467730          26700           31800
## 18           6334.0       0.38059701          15900           21500
## 19           4750.0       0.37642586          17700           22700
## 20           5000.0       0.29846992          26200           34800
## 21           7500.0       0.53554217          34400           41300
## 22           5500.0       0.36414445          33800           42200
## 23           4750.0       0.32380952          16300           14000
## 24           3500.0       0.46164978          25400           29400
## 25           4500.0       0.33143108          26300           33200
## 26           6500.0       0.51226256          36100           43800
## 27           5562.5       0.51203008          28700           38400
## 28           4865.5       0.41728064          31500           32200
## 29           6334.0       0.31637650          26100           29100
## 30           7000.0       0.58490566          29900           35800
## 31           6668.0       0.37709497          17600           18200
## 32           6500.0       0.70683067          38700           51100
## 33           5736.0       0.53900536          32500           37000
## 34           5500.0       0.39390292          33400           51100
## 35           3491.5       0.20952381          30800           38600
## 36           7000.0       0.77523413          33900           43900
## 37           5500.0       0.39390292          33400           51100
## 38           3500.0       0.37100737          23200           28600
## 39           7300.0       0.79545455          28700           41100
## 40           3302.0       0.45660147          24500           31300
## 41           4750.0       0.36525130          19700           24600
## 42           4750.0       0.37044534          18000           24000
## 43           5500.0       0.50000000          26700           38200
## 44           6500.0       0.61587983          31200           35500
## 45           3898.0       0.48982668          23400           31100
## 46           5736.0       0.53900536          32500           37000
## 47           4750.0       0.33904585          21800           23200
## 48           5343.0       0.33959900          15700           15100
## 49           8958.0       0.63488503          50500           52000
## 50           6334.0       0.29703190          29300           38800
## 51           5500.0       0.48686869          30200           37300
## 52           9500.0       0.43133747          32400           47000
## 53           3167.0       0.23304437          14600           17900
## 54           6334.0       0.48332546          36500           49200
## 55          20500.0       0.79035285          49000           61700
## 56           5945.5       0.41768416          20100           25300
## 57           3959.0       0.35282258          24800           31300
## 58           6334.0       0.29703190          29300           38800
## 59           5824.0       0.65029326          29800           37800
## 60           4698.5       0.35170604          23800           27500
## 61           4867.0       0.37672456          27700           27400
## 62           6894.0       0.46470588          18100           19400
## 63           3500.0       0.37808219          22200           27900
## 64           2750.0       0.41894926          21900           27300
## 65           5500.0       0.39390292          33400           51100
## 66           9500.0       0.64584864          29500           38800
## 67           5500.0       0.34766031          22400           29700
## 68           9500.0       0.57513062          40000           47300
## 69           7500.0       0.46517007          36500           44800
## 70          12000.0       0.66279070          40400           51000
## 71           7527.0       0.67861021          25700           34800
## 72           5895.5       0.52072660          28600           42300
## 73           2800.0       0.20846252          17500           21700
## 74           7000.0       0.59371768          31100           38800
## 75           3274.0       0.41427050          17200           20800
## 76           1750.0       0.48979592          15500           14500
## 77           9913.0       0.58622909          40900           45600
## 78           4750.0       0.32857143          23200           18400
## 79           2581.0       0.26394052          18500           24200
## 80           9500.0       0.57489879          34300           41800
## 81           9000.0       0.63048780          33300           40500
## 82           3500.0       0.27949773          24000           30600
## 83          10983.0       0.55598832          37500           46700
## 84           7000.0       0.68939394          37500           48600
## 85          10332.0       0.57052632          32800           38300
## 86           6690.0       0.34650957          21400           28300
## 87           3898.0       0.39842681          16900           26200
## 88          16630.0       0.66641395          19700           22600
## 89           4750.0       0.35454545          18100           19400
## 90           9500.0       0.69893428          42500           53800
## 91           4215.0       0.50226757          19200           23000
## 92           5500.0       0.61095652          32200           47500
## 93           3965.0       0.65281899          29700           38800
## 94           2854.0       0.30400000          18600           17500
## 95           5369.0       0.39470813          20500           22400
## 96           6250.0       0.58712121          28800           36000
## 97          13997.0       0.80114833          42600           56600
## 98           4500.0       0.31696995          22600           27000
## 99           8250.0       0.71048744          20300           23900
## 100          9500.0       0.75615213          17000           24100
## 101          3117.5       0.35151515          19300           19400
## 102          5500.0       0.19245135          19400           32700
## 103          6334.0       0.31851852          24000           25500
## 104          8063.5       0.38537876          26300           34700
## 105          9500.0       0.66018068          32400           41700
## 106          3500.0       0.39285505          27300           34400
## 107          4750.0       0.45902649          18600           21500
## 108          9500.0       0.51250000          23900           25500
## 109         11000.0       0.73461538          31700           43900
## 110          2334.0       0.36640141          22500           27000
## 111          5449.0       0.31964809          22800           24600
## 112          4867.0       0.37672456          27700           27400
## 113          3666.0       0.28944381          24100           33800
## 114          5500.0       0.59422719          28800           36300
## 115          4750.0       0.41972973          21100           26700
## 116          4750.0       0.21229050          21600           21600
## 117          4750.0       0.39708940          18200           25000
## 118          4617.0       0.25799722          22700           26300
## 119          3957.5       0.43916038          16300           20400
## 120         10015.0       0.39700375          22000           29900
## 121          7500.0       0.76613838          32900           46500
## 122          7000.0       0.50104767          29200           33900
## 123          6334.0       0.41100917          18100           21200
## 124          5564.5       0.43234426          24100           29600
## 125          4259.0       0.46153846          15700           15500
## 126          4479.0       0.28733306          24800           31300
## 127          6500.0       0.61080222          37400           47500
## 128          3500.0       0.32697548          14900           13800
## 129          3500.0       0.27698389          15100           17000
## 130          6700.0       0.66666667          24000           29500
## 131          5500.0       0.37493658          29100           34000
## 132          4750.0       0.45902649          18600           21500
## 133          4750.0       0.37349398          15600           13800
## 134          6334.0       0.29703190          29300           38800
## 135          4750.0       0.26839827          18600           19300
## 136          5000.0       0.45353982          29600           34800
## 137          9500.0       0.42612859          32200           32400
## 138          8066.5       0.47379144          19000           25700
## 139         12500.0       0.62483995          35100           41700
## 140          3500.0       0.52740808          22900           30700
## 141          9000.0       0.68954996          33200           42500
## 142          5500.0       0.78239367          47100           56700
## 143          5500.0       0.57879819          38500           42600
## 144          5250.0       0.46156069          22600           28300
## 145          5250.0       0.33006536          22600           27400
## 146         11769.5       0.61752227          34100           45400
## 147         14965.0       0.78751501          35000           45000
## 148          8555.0       0.63374486          37500           47300
## 149          3948.0       0.37947494          31900           32100
## 150          5500.0       0.58683473          30400           38600
## 151          4000.0       0.32187500          22200           26200
## 152          3338.0       0.31276901          17800           21200
## 153          3750.0       0.26500000          14700           13300
## 154          5369.0       0.39470813          20500           22400
## 155          5895.5       0.52072660          28600           42300
## 156          7500.0       0.82134831          42500           50700
## 157          6365.0       0.40679245          18300           24000
## 158          3215.5       0.37951807          20900           25200
## 159          3500.0       0.48971332          19600           26600
## 160          4750.0       0.31917717          19600           24400
## 161          5564.5       0.43234426          24100           29600
## 162          4750.0       0.35310473          22000           23200
## 163          5000.0       0.39327310          23800           36300
## 164          3668.0       0.31838565          16700           15200
## 165          4613.0       0.56228484          22600           30200
## 166          9550.0       0.71007807          41100           52600
## 167          8250.0       0.54092308          24700           32800
## 168          4750.0       0.45902649          18600           21500
## 169          3500.0       0.41101695          23900           27500
## 170          9411.0       0.41560877          29000           37400
## 171          6092.5       0.34280532          21900           24300
## 172          3500.0       0.48004060          24500           32700
## 173          3480.0       0.50602410          14500           15200
## 174          3500.0       0.35107169          18800           23200
## 175          7593.0       0.44278483          27400           34900
## 176          6965.5       0.54491018          31300           32600
## 177          4875.0       0.31591449          19700           25400
## 178         11000.0       0.76919951          23500           31500
## 179          8331.0       0.48929160          48200           52300
## 180          4290.5       0.36353712          27200           31600
## 181          4290.0       0.31451398          20900           27100
## 182          4750.0       0.45902649          18600           21500
## 183          6334.0       0.29703190          29300           38800
## 184          5500.0       0.39390292          33400           51100
## 185          6500.0       0.58738754          33500           40700
## 186          5500.0       0.39390292          33400           51100
## 187          6500.0       0.62070349          34600           47700
## 188          4750.0       0.36016949          21000           24200
## 189          4750.0       0.39708940          18200           25000
## 190          4333.0       0.57044909          22600           31700
## 191          4750.0       0.25753012          30800           36500
## 192          4500.0       0.66166166          30300           38700
## 193          3928.0       0.33884298          27800           31300
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## 494          5500.0       0.42264889          27300           30900
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## 520          6250.0       0.38596491          19400           31200
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## 524          7500.0       0.64467153          45400           59000
## 525          9750.0       0.61268939          33500           40000
## 526          9500.0       0.76556017          21500           24300
## 527          6334.0       0.31851852          24000           25500
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## 546          5890.0       0.46017699          18900           20800
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## 548          8750.0       0.60062893          33500           43400
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## 552          9514.0       0.57425743          27200           29200
## 553          8250.0       0.55627585          32000           39000
## 554          6393.0       0.56737137          36000           45500
## 555          3500.0       0.39914163          23700           29700
## 556          4750.0       0.47051862          31300           28800
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## 559          6334.0       0.48656542          16600           22100
## 560          9500.0       0.43133747          32400           47000
## 561          4750.0       0.45165622          26100           32300
## 562          4750.0       0.45161290          17900           19000
## 563          7500.0       0.67049808          31200           43600
## 564          4750.0       0.45902649          18600           21500
## 565          4750.0       0.45902649          18600           21500
## 566          4750.0       0.50309358          34600           37400
## 567          9500.0       0.63139120          37700           41700
## 568          4000.0       0.50736127          24100           29600
## 569          4750.0       0.45902649          18600           21500
## 570          3500.0       0.24248851          23600           27900
## 571          7277.0       0.47416762          24800           25900
## 572          5000.0       0.29585799          20400           21700
## 573          3444.0       0.41902072          19900           18600
## 574          4750.0       0.30742049          28200           33600
## 575          6750.0       0.61500975          31200           37800
## 576          4750.0       0.41162791          17000           15400
## 577          4750.0       0.34581570          18700           22300
## 578          3105.0       0.54478976          21000           26100
## 579          7667.0       0.54792681          23000           27900
## 580         15236.5       0.57714959          36800           46500
## 581          5500.0       0.38569519          44400           61500
## 582          5500.0       0.40500000          22300           29100
## 583          5500.0       0.67572464          37400           48500
## 584          8250.0       0.45686381          24800           34400
## 585          9250.0       0.64462081          34200           37500
## 586          9500.0       0.52667197          35800           41200
## 587          2766.5       0.33054393          20100           27300
## 588          5500.0       0.41283735          23500           25000
## 589          4867.0       0.37672456          27700           27400
## 590          4750.0       0.27464789          18700           18300
## 591          5007.5       0.44716243          17000           21100
## 592          5945.5       0.41768416          20100           25300
## 593          4750.0       0.50356019          22600           27100
## 594          5215.0       0.35568121          25600           30000
## 595          5746.0       0.38139535          25100           26400
## 596          8250.0       0.56558533          29200           31100
## 597          5500.0       0.49812925          26300           34300
## 598          7834.0       0.49267395          25800           33400
## 599          4375.0       0.40563380          27400           31400
## 600          2220.0       0.44400940          16800           18600
## 601          4750.0       0.24521739          26900           29000
## 602         14000.0       0.78360891          40300           58400
## 603          8750.0       0.69127517          20900           28600
## 604          5628.0       0.68796069          33600           40500
## 605          3500.0       0.23936170          19200           23500
## 606          4859.0       0.40535117          17700           24700
## 607          6500.0       0.26655765          17700           24700
## 608          7000.0       0.61736771          30200           36500
## 609          9825.0       0.68765743          31000           42000
## 610          9500.0       0.75305292          16800           21400
## 611          2578.0       0.26896485          15900           18300
## 612          1811.0       0.48276394          23900           30400
## 613          6332.0       0.49565217          14100           14000
## 614          7854.0       0.40740741          32600           38400
## 615          7725.0       0.33261072          27200           38500
## 616         10250.0       0.72552448          25600           31800
## 617          4750.0       0.22021661          30500           37400
## 618          4750.0       0.21333333          28400           31400
## 619          5499.0       0.47084101          25600           32200
## 620          3167.0       0.29011553          24000           27500
## 621          8250.0       0.69983507          34600           44200
## 622          4946.0       0.44865297          24000           27600
## 623          6442.0       0.87161640          37400           51200
## 624          3533.0       0.54892260          18800           24100
## 625          3500.0       0.35254989          24300           27900
## 626          3500.0       0.40139211          23000           36300
## 627          7500.0       0.46586902          34300           43400
## 628          4750.0       0.35250464          19300           20200
## 629          4604.5       0.42565468          26500           35400
## 630          4750.0       0.44179104          13700           16800
## 631          6684.0       0.36188179          23700           33800
## 632          4312.0       0.36617165          25200           29500
## 633          6000.0       0.43572615          21800           26400
## 634          8750.0       0.60474537          27500           33600
## 635          3500.0       0.34172662          17500           19700
## 636          7500.0       0.52951389          23400           28900
## 637          4750.0       0.35036496          29200           30500
## 638          3912.0       0.37037037          24100           31800
## 639          5497.0       0.43576826          15900           17900
## 640          9500.0       0.58441558          29700           36000
## 641          4750.0       0.36775956          20800           26300
## 642          6250.0       0.41670310          25900           31700
## 643          6078.0       0.33526012          33400           46800
## 644          5500.0       0.53801917          28300           38200
## 645          3014.0       0.48546512          22300           27400
## 646          8250.0       0.50152453          37500           47700
## 647          6024.5       0.35260116          14800           20000
## 648          5339.0       0.30405405          21900           27000
## 649          4750.0       0.45902649          18600           21500
## 650          4750.0       0.48888889          20200           20300
## 651          3500.0       0.35107169          18800           23200
## 652          6273.0       0.38424493          27100           36100
## 653          3400.0       0.22580645          13900           16200
## 654          6297.5       0.68229167          53000           65000
## 655          3958.0       0.39435285          25100           29500
## 656          8250.0       0.37712519          37700           41800
## 657          8867.0       0.44500846          23600           31600
## 658          8750.0       0.80993852          45200           58400
## 659          4573.0       0.36412717          21800           25100
## 660          7375.0       0.77535658          43100           55900
## 661          5125.0       0.36290323          17000           18800
## 662          6990.0       0.75551294          45300           59800
## 663          9500.0       0.62338933          35800           44600
## 664          3500.0       0.24248851          23600           27900
## 665          6250.0       0.38596491          19400           31200
## 666          4750.0       0.24930680          33700           43500
## 667          6500.0       0.66860465          24300           32600
## 668          3500.0       0.41394659          21100           25700
## 669          6334.0       0.32363636          20500           24400
## 670          7624.0       0.53868064          33200           44500
## 671          9500.0       0.43133747          32400           47000
## 672          8400.0       0.36255676          26600           34300
## 673          3500.0       0.27316198          27700           32000
## 674          5570.0       0.45978986          18700           22500
## 675          5500.0       0.42797349          23900           29800
## 676          4297.5       0.19747899          30100           39100
## 677          4867.0       0.37672456          27700           27400
## 678          3741.5       0.28571429          15400           20100
## 679          8616.0       0.51643192          35300           38400
## 680          6531.0       0.66999169          22800           30000
## 681          9500.0       0.70221328          21500           28400
## 682          5500.0       0.61683137          23100           31100
## 683          6585.0       0.61460235          30800           40500
## 684          4500.0       0.40157480          21400           25800
## 685          9500.0       0.43133747          32400           47000
## 686          3500.0       0.25891473          15000           16800
## 687         12000.0       0.69015097          36300           45800
## 688         10721.0       0.65528634          25900           32300
## 689          4304.0       0.41401274          10600           17000
## 690          5500.0       0.42891958          23000           28500
## 691          4616.0       0.29852170          18600           22500
## 692          3500.0       0.51194296          19100           24400
## 693          4750.0       0.45902649          18600           21500
## 694         12000.0       0.64240506          35300           47400
## 695          8250.0       0.43920596          22100           30800
## 696          4750.0       0.32856066          26400           30000
## 697          3500.0       0.27698389          15100           17000
## 698          9500.0       0.55154251          41700           48100
## 699          6334.0       0.29703190          29300           38800
## 700          4750.0       0.19669707          31900           36100
## 701          3996.0       0.27329193          16400           20300
## 702          5369.0       0.39470813          20500           22400
## 703          4403.5       0.37745665          21200           23600
## 704          6500.0       0.52554889          30400           39600
## 705          6273.0       0.38424493          27100           36100
## 706          5524.0       0.32946429          26100           29600
## 707          4011.0       0.35446686          25900           20700
## 708          4867.0       0.37672456          27700           27400
## 709          5945.5       0.41768416          20100           25300
## 710          5520.0       0.49092929          27200           36100
## 711          2597.5       0.22829582          30300           36200
## 712          9500.0       0.51181102          22100           29600
## 713          7955.0       0.56998557          44100           55800
## 714          7000.0       0.42252750          40900           49900
## 715          3500.0       0.32909931          26200           33600
## 716         10167.0       0.70860927          35500           39300
## 717          6505.0       0.34476367          25400           31200
## 718          9500.0       0.70774648          26400           33800
## 719          4750.0       0.45430346          30400           24700
## 720          4258.0       0.35887750          22200           26200
## 721          6334.0       0.29703190          29300           38800
## 722          3745.0       0.36971707          25000           28200
## 723          4750.0       0.34745763          16500           21400
## 724          3750.0       0.31016731          14000           15200
## 725          5500.0       0.42117376          32500           38200
## 726          4750.0       0.36772983          21900           24000
## 727          8000.0       0.87631912          54000           66700
## 728          4750.0       0.31395349          20200           26000
## 729          3000.0       0.36200378          19900           23000
## 730          5500.0       0.71575342          35000           44000
## 731          5500.0       0.36897275          21400           26000
## 732          3500.0       0.35363201          25900           31000
## 733          4750.0       0.36518047          14700           14300
## 734          6334.0       0.48332546          36500           49200
## 735          6684.0       0.36188179          23700           33800
## 736          6500.0       0.80050988          32500           44900
## 737          6727.5       0.37524704          34500           42200
## 738          4698.5       0.35170604          23800           27500
## 739         14313.0       0.74485078          24600           33000
## 740          7000.0       0.51307692          31200           38600
## 741          5118.0       0.19546742          40500           45500
## 742          3969.0       0.36447520          22700           23500
## 743          5500.0       0.39390292          33400           51100
## 744          4394.5       0.36734694          20100           22800
## 745          5945.5       0.41768416          20100           25300
## 746          4100.0       0.30377988          25000           30400
## 747          2301.0       0.27037037          13600           14300
## 748          7500.0       0.66029412          61500           76700
## 749         10250.0       0.77058279          31800           40900
## 750         10750.0       0.67592593          30300           36900
## 751          4750.0       0.42924528          15800           19200
## 752          5945.5       0.41768416          20100           25300
## 753          4750.0       0.44065282          16600           23400
## 754          4750.0       0.45902649          18600           21500
## 755          4750.0       0.35825545          19900           21300
## 756          3215.0       0.31276857          25000           28700
## 757          6500.0       0.61195227          34400           42900
## 758          5500.0       0.65986395          27200           36600
## 759          4750.0       0.39906103          17200           16200
## 760          3500.0       0.38244514          18400           27300
## 761          8000.0       0.81166667          33800           44900
## 762          6752.0       0.33668045          19200           25600
## 763          5125.0       0.49122807          15400           15200
## 764          6334.0       0.29703190          29300           38800
## 765          4750.0       0.31917717          19600           24400
## 766          4039.0       0.37988281          20000           33900
## 767          6334.0       0.31637650          26100           29100
## 768          5000.0       0.64360656          28100           37500
## 769          3971.0       0.44018059          21000           27200
## 770          4750.0       0.43047996          23500           28000
## 771          3750.0       0.40096618          14000           13800
## 772          8750.0       0.58480121          29500           39700
## 773          7523.5       0.60262009          29800           35900
## 774          3800.0       0.38918919          42700           45400
## 775          4463.0       0.27173913          16000           15400
## 776          3500.0       0.28286853          22200           28900
## 777          6334.0       0.29703190          29300           38800
## 778          6364.0       0.43981481          19400           27100
## 779          9500.0       0.49488372          34700           42000
## 780          8077.0       0.39889662          35000           44000
## 781          4097.0       0.34410112          15800           15200
## 782          7500.0       0.48835404          30100           36600
## 783          4750.0       0.40196078          15100           20400
## 784          8250.0       0.50152453          37500           47700
## 785          8063.5       0.38537876          26300           34700
## 786          4328.0       0.46086957          14500           23000
## 787          6449.5       0.43230626          31200           38000
## 788          5500.0       0.42264889          27300           30900
## 789          8750.0       0.41056911          23600           26300
## 790          4750.0       0.33864169          21200           20900
## 791         10400.0       0.76210705          21700           33500
## 792          5500.0       0.33945412          31300           40800
## 793          7000.0       0.56155679          32400           38400
## 794          6334.0       0.29703190          29300           38800
## 795          5564.5       0.43234426          24100           29600
## 796          3529.0       0.34886183          18100           23100
## 797          8750.0       0.52323258          38400           46700
## 798          5500.0       0.49269265          30700           36600
## 799          4000.0       0.25507398          15500           19000
## 800          4750.0       0.45902649          18600           21500
## 801          6500.0       0.42647059          32000           36100
## 802          3500.0       0.25891473          15000           16800
## 803          4907.0       0.40924658          24700           24600
## 804          3698.0       0.24017467          17700           19600
## 805          2449.5       0.29404762          23500           27700
## 806          4225.0       0.22222222          18600           24700
## 807          3500.0       0.28442115          20500           25300
## 808          8667.0       0.59186352          29800           38300
## 809          9500.0       0.43133747          32400           47000
## 810          6334.0       0.48332546          36500           49200
## 811          6365.0       0.40679245          18300           24000
## 812          6250.0       0.40920176          26300           31200
## 813          4000.0       0.35005923          27800           34100
## 814          4698.5       0.35170604          23800           27500
## 815          3750.0       0.28811700          20400           25200
## 816          4357.5       0.37342242          25100           32500
## 817          3750.0       0.34250765          12400           12200
## 818          5216.0       0.30865103          21100           23200
## 819          4867.0       0.37672456          27700           27400
## 820          5500.0       0.39390292          33400           51100
## 821          9500.0       0.78378378          22100           30800
## 822          5500.0       0.39390292          33400           51100
## 823          3500.0       0.42588759          25500           32900
## 824          8250.0       0.64001827          30200           43000
## 825          9500.0       0.43133747          32400           47000
## 826          6356.0       0.41994382          29100           35500
## 827          6273.0       0.38424493          27100           36100
## 828          3437.0       0.40815412          24100           28000
## 829          9022.0       0.64030692          41000           54500
## 830          6500.0       0.51754386          32500           43400
## 831          9500.0       0.71088534          34100           44400
## 832          3745.0       0.36971707          25000           28200
## 833          4029.0       0.36962306          18400           22000
## 834          6334.0       0.44207890          21500           27200
## 835          8250.0       0.56165210          33300           41000
## 836          5500.0       0.67462687          42100           64000
## 837          5500.0       0.42720764          18000           19900
## 838          3500.0       0.27698389          15100           17000
## 839          4750.0       0.39393939          12500           13200
## 840          7500.0       0.60130719          36200           53600
## 841          3357.0       0.25652714          16400           19800
## 842          4750.0       0.61290323          39500           33800
## 843          5500.0       0.39390292          33400           51100
## 844          5221.0       0.32275641          14700           18900
## 845          5500.0       0.39390292          33400           51100
## 846          3750.0       0.40000000          39000           33400
## 847          6334.0       0.29703190          29300           38800
## 848          4500.0       0.39442231          23700           29400
## 849          4750.0       0.24852071          22200           27000
## 850          7237.0       0.64298725          33200           40800
## 851          8399.0       0.36551724          20300           19700
## 852          3959.5       0.33753943          23100           27400
## 853          6334.0       0.37409639          19200           22500
## 854          4750.0       0.34928230          15000           18200
## 855          6250.0       0.70926518          29800           37000
## 856          4750.0       0.35250464          19300           20200
## 857          4750.0       0.23566879          32600           37500
## 858          4750.0       0.37775330          22200           24900
## 859          5719.5       0.33093525          17900           21000
## 860          5369.0       0.39470813          20500           22400
## 861          4743.0       0.32562278          20200           25700
## 862          4750.0       0.36525130          19700           24600
## 863          5500.0       0.20442319          33300           35100
## 864          5500.0       0.39390292          33400           51100
## 865          6500.0       0.55414820          34300           41100
## 866          6334.0       0.29703190          29300           38800
## 867          5570.0       0.45978986          18700           22500
## 868          5500.0       0.33267327          24800           24600
## 869          8005.0       0.64222798          29600           40800
## 870          5500.0       0.61904762          22500           26500
## 871          3167.0       0.19047619          26600           31600
## 872          3000.0       0.35277583          21500           25300
## 873          9500.0       0.39240506          24900           30700
## 874          2500.0       0.21812081          48500           51100
## 875          8250.0       0.44944945          26700           30700
## 876          8250.0       0.56165210          33300           41000
## 877          9500.0       0.52724359          30200           37900
## 878          6089.5       0.32011747          27500           31000
## 879         12000.0       0.90833333          33900           42800
## 880         10500.0       0.64877301          30700           37600
## 881          3959.0       0.29047619          21600           20000
## 882          4750.0       0.56373649          25000           33500
## 883          5500.0       0.26331583          28500           33200
## 884          3962.5       0.33116037          26900           28000
## 885          9500.0       0.43133747          32400           47000
## 886          2450.0       0.36075353          20600           26000
## 887          5445.0       0.54998526          26200           32700
## 888         11500.0       0.35277383          42300           39600
## 889          9098.0       0.41275797          27800           33600
## 890          3991.0       0.25189647          19600           23800
## 891          4743.0       0.32562278          20200           25700
## 892          3500.0       0.42518600          21700           25700
## 893          9500.0       0.59090909          38900           42300
## 894          3560.5       0.49057715          17200           20100
## 895          4750.0       0.35250464          19300           20200
## 896          4750.0       0.38767651          28200           32600
## 897          5500.0       0.39390292          33400           51100
## 898          7573.0       0.38869258          23100           30100
## 899          5500.0       0.39702280          21900           25400
## 900          5500.0       0.26277372          47100           46200
## 901          3500.0       0.45442536          27200           29100
## 902          7500.0       0.64822134          48300           64500
## 903          7500.0       0.70753323          31700           47200
## 904          6334.0       0.47163121          25500           33300
## 905          8250.0       0.60769231          33100           41100
## 906          3500.0       0.27362205          23900           26200
## 907          6000.0       0.75171737          28000           34800
## 908          4750.0       0.62686567          14000           18900
## 909          4750.0       0.45902649          18600           21500
## 910          3357.0       0.25652714          16400           19800
## 911          2865.0       0.42313788          22200           25100
## 912          4750.0       0.45902649          18600           21500
## 913          3008.5       0.23487032          19700           21500
## 914          7654.0       0.60000000          32100           40000
## 915          5500.0       0.55956679          22000           31200
## 916          9028.0       0.60724234          28600           35800
## 917          9500.0       0.47709924          21700           27100
## 918          3751.0       0.41792169          27400           33000
## 919          5570.0       0.45978986          18700           22500
## 920          4750.0       0.19669707          31900           36100
## 921          6500.0       0.60642905          30400           44500
## 922          8439.0       0.55367995          29300           40400
## 923          9130.0       0.57959815          31400           36000
## 924          5831.0       0.44667697          25300           33500
## 925          5500.0       0.39390292          33400           51100
## 926          6334.0       0.30582524          19900           27400
## 927          5000.0       0.34755169          23500           29300
## 928          5371.0       0.33710285          18500           22300
## 929          4750.0       0.24930680          33700           43500
## 930          6500.0       0.61195227          34400           42900
## 931          9500.0       0.35321101          20200           24800
## 932          4750.0       0.30271270          22900           24600
## 933          8250.0       0.50152453          37500           47700
## 934          3500.0       0.22422561          26500           31000
## 935          5500.0       0.39390292          33400           51100
## 936         10250.0       0.71866502          24000           31600
## 937          4281.0       0.30022239          21600           22300
## 938          4088.5       0.18261413          19800           22900
## 939          4500.0       0.57502420          23900           31900
## 940          4867.0       0.37672456          27700           27400
## 941          4750.0       0.33452893          17900           22200
## 942          3899.5       0.21303763          20900           25200
## 943          2750.0       0.28571429          22000           27700
## 944          6364.0       0.47897196          16800           19600
## 945          6500.0       0.74233825          32100           42100
## 946          3878.0       0.36414566          19100           30900
## 947          7334.0       0.31819646          27900           32400
## 948          4500.0       0.53335395          22600           30400
## 949          4750.0       0.34261242          17200           20600
## 950          6853.5       0.25815217          34800           41200
## 951          4008.5       0.34752650          20700           31000
## 952          4621.0       0.40000000          16200           17200
## 953          9500.0       0.68871595          30500           43200
## 954          5500.0       0.27765659          27700           37400
## 955          3500.0       0.41055235          20000           22100
## 956          4750.0       0.33864169          21200           20900
## 957          4750.0       0.34261242          17200           20600
## 958          4300.0       0.34988276          24700           32100
## 959          5500.0       0.39390292          33400           51100
## 960          6500.5       0.42028986          18400           28900
## 961          3647.0       0.34886960          21900           27600
## 962          4039.0       0.37988281          20000           33900
## 963          6009.5       0.43122102          17300           17300
## 964          6500.0       0.61195227          34400           42900
## 965         12000.0       0.83349374          31200           46000
## 966          4750.0       0.43710292          20500           21500
## 967         21485.0       0.75617284          62700           83700
## 968          4750.0       0.26911315          27500           27100
## 969          4750.0       0.34913793          21000           18800
## 970         10398.0       0.58373206          43900           64000
## 971          4750.0       0.48340807          25500           31800
## 972          8476.5       0.57989228          36600           46600
## 973         12500.0       0.87664807          37900           59000
## 974          5750.0       0.46116051          25500           30500
## 975          8210.0       0.62285012          31500           42000
## 976          8250.0       0.50152453          37500           47700
## 977          3500.0       0.69748157          19600           27400
## 978          5333.0       0.30992736          18400           22500
## 979          6334.0       0.40760475          23500           30500
## 980          6175.0       0.38888889          16800           18600
## 981          4750.0       0.45902649          18600           21500
## 982          4750.0       0.42199488          19200           23700
## 983          8393.0       0.44351464          40300           45100
## 984          4750.0       0.34879032          20300           23200
## 985          6334.0       0.29703190          29300           38800
## 986          5500.0       0.43962183          29900           37000
## 987          5750.0       0.47670251          23700           30800
## 988          7500.0       0.63908169          34700           42500
## 989          4650.5       0.35333333          25800           26900
## 990          5500.0       0.33642798          24300           32800
## 991          5500.0       0.39390292          33400           51100
## 992          3316.5       0.31476323          17100           17100
## 993          6334.0       0.29703190          29300           38800
## 994          5500.0       0.32777778          16600           18700
## 995          6872.0       0.64805825          23000           32200
## 996          4750.0       0.45165622          26100           32300
## 997          5500.0       0.48996764          26800           33000
## 998          2050.0       0.49833887          14900           14000
## 999          6334.0       0.40760475          23500           30500
## 1000         8250.0       0.62691131          28200           35200
## 1001         4750.0       0.36525130          19700           24600
## 1002         8914.0       0.69227188          33200           44400
## 1003        11000.0       0.62777130          32200           38200
## 1004         9500.0       0.33192835          30100           37000
## 1005         8000.0       0.62395833          34200           40600
## 1006         5500.0       0.49910849          27100           33400
## 1007         4750.0       0.30700447          35500           36100
## 1008         1750.0       0.25242718          38000           36500
## 1009         6346.0       0.47878261          28500           40700
## 1010        10975.0       0.68331143          38700           44300
## 1011         5500.0       0.49065421          13900           14700
## 1012         3500.0       0.35707121          25200           31400
## 1013         9500.0       0.69806763          33000           42000
## 1014         5500.0       0.52260828          21800           28500
## 1015         5933.0       0.53249476          16500           16400
## 1016         3191.0       0.06333333          18700           21100
## 1017         3750.0       0.45335277          23700           29900
## 1018         4750.0       0.45902649          18600           21500
## 1019         5478.0       0.36983471          19600           25900
## 1020         2800.0       0.20846252          17500           21700
## 1021         6227.5       0.30378439          25600           35000
## 1022         4750.0       0.23792884          35200           41500
## 1023         7856.0       0.66081331          24600           31800
## 1024         7387.5       0.56646217          34200           40200
## 1025         4500.0       0.37789904          23800           30100
## 1026         4711.0       0.28937008          26300           33700
## 1027         4750.0       0.32000000          36300           41000
## 1028         3753.0       0.31421672          19400           28000
## 1029         7866.0       0.55256065          32200           37500
## 1030         8351.5       0.61986923          31800           41000
## 1031         5461.0       0.20190024          14800           38100
## 1032         6000.0       0.43572615          21800           26400
## 1033         6690.0       0.34650957          21400           28300
## 1034         8750.0       0.80868930          46200           56000
## 1035         5135.0       0.46386280          22600           27600
## 1036         6000.0       0.62422998          30900           40800
## 1037         6364.0       0.47897196          16800           19600
## 1038         6334.0       0.29703190          29300           38800
## 1039         6724.0       0.66437436          33700           43100
## 1040         3500.0       0.41725352          22700           28900
## 1041         3991.0       0.25189647          19600           23800
## 1042         6334.0       0.29703190          29300           38800
## 1043         8250.0       0.56361348          38900           47500
## 1044         4749.0       0.27207637          16400           18100
## 1045         4750.0       0.25654450          12700           14700
## 1046         7683.0       0.83486239          36800           50400
## 1047         8750.0       0.71498371          29400           34900
## 1048         4750.0       0.37874097          16700           20000
## 1049         7500.0       0.66441659          27600           33000
## 1050         4750.0       0.18666667          38200           51500
## 1051         3500.0       0.35348193          19300           25900
## 1052         3794.0       0.42732659          18500           24600
## 1053         4750.0       0.26506024          16900           19200
## 1054         5945.5       0.41768416          20100           25300
## 1055         8750.0       0.70814480          41800           53300
## 1056         5585.0       0.33344088          21200           29400
## 1057         3171.0       0.42595674          17700           19700
## 1058         7000.0       0.42754237          34500           43500
## 1059         5500.0       0.79336188          28900           38100
## 1060         6833.5       0.55211358          23300           31800
## 1061         6000.0       0.40324892          28700           29700
## 1062         4250.0       0.50344828          24200           28800
## 1063         6334.0       0.29703190          29300           38800
## 1064         6334.0       0.23816568          19900           42500
## 1065         5453.0       0.37129485          15700           18800
## 1066         9500.0       0.39615385          40200           43700
## 1067         5895.5       0.52072660          28600           42300
## 1068         9500.0       0.69288703          21000           27600
## 1069         4750.0       0.36490624          27600           32100
## 1070         4725.0       0.48279617          28600           33700
## 1071         5500.0       0.35594484          20200           25000
## 1072         5500.0       0.22439024          21500           26900
## 1073         3957.5       0.43916038          16300           20400
## 1074         6334.0       0.41091160          23400           29900
## 1075        10029.0       0.60899398          30100           37100
## 1076         7667.0       0.36157480          17600           21900
## 1077         5500.0       0.39189189          14300           14000
## 1078         5350.0       0.39085821          17200           24000
## 1079         6595.0       0.42615558          51200           50600
## 1080         4303.0       0.40947075          18200           23000
## 1081         7277.0       0.47416762          24800           25900
## 1082         3200.0       0.28125000          23200           31300
## 1083         9500.0       0.43133747          32400           47000
## 1084         7500.0       0.52292264          42700           46700
## 1085         5500.0       0.31668652          27900           38800
## 1086         3408.0       0.38461538          15500           15100
## 1087         4750.0       0.40658228          18700           19600
## 1088         6334.0       0.29703190          29300           38800
## 1089         7512.0       0.35812869          26100           31400
## 1090         4750.0       0.30291262          24700           31100
## 1091         6147.0       0.18559557          23600           29000
## 1092         4000.0       0.42639594          26500           29100
## 1093         2800.0       0.20846252          17500           21700
## 1094         4698.5       0.35170604          23800           27500
## 1095         8250.0       0.62384584          32900           43400
## 1096         5500.0       0.41985768          31200           36200
## 1097         3524.0       0.41856061          31700           39900
## 1098         5500.0       0.42653914          27700           34100
## 1099         6690.0       0.34650957          21400           28300
## 1100         6334.0       0.29703190          29300           38800
## 1101         5500.0       0.80479826          32200           41400
## 1102        11289.0       0.46551724          47900           49100
## 1103         8250.0       0.50152453          37500           47700
## 1104         7938.0       0.51177524          28500           35600
## 1105        15000.0       0.67776853          31100           41400
## 1106         4927.5       0.40400539          27600           33900
## 1107         5221.0       0.32275641          14700           18900
## 1108         5485.5       0.38650307          34100           30200
## 1109         3666.0       0.35014409          18400           20100
## 1110         3500.0       0.41055235          20000           22100
## 1111         4750.0       0.31055901          17300           19700
## 1112        12129.0       0.82776801          40700           53000
## 1113         7667.0       0.30917431          26900           31300
## 1114         9500.0       0.74589455          20600           27900
## 1115         5476.5       0.45189504          17700           22200
## 1116         5945.5       0.41768416          20100           25300
## 1117         2875.0       0.33766234          14300           14300
## 1118         3792.0       0.38342541          26100           28300
## 1119         9455.0       0.75096674          24300           33400
## 1120         4750.0       0.22180451          37300           35200
## 1121         4800.0       0.31309725          25900           31700
## 1122         8066.5       0.47379144          19000           25700
## 1123         7701.0       0.34869739          19400           39300
## 1124         5500.0       0.42721088          22100           22000
## 1125         7334.0       0.31819646          27900           32400
## 1126        12500.0       0.75768218          27400           38600
## 1127         3937.0       0.24872232          14600           17000
## 1128         6346.0       0.47878261          28500           40700
## 1129         5005.0       0.36175637          23400           29100
## 1130         3500.0       0.44470755          26400           29200
## 1131         7834.0       0.49267395          25800           33400
## 1132         4750.0       0.28021978          17900           17800
## 1133         1829.0       0.45238095          14100           15900
## 1134         4867.0       0.37672456          27700           27400
## 1135         6334.0       0.29703190          29300           38800
## 1136         5736.0       0.53900536          32500           37000
## 1137         5369.0       0.39470813          20500           22400
## 1138         6000.0       0.43572615          21800           26400
## 1139         3863.0       0.31564626          16100           19300
## 1140         6405.0       0.72039678          22400           26600
## 1141         8694.0       0.50644330          20400           27100
## 1142         6273.0       0.38424493          27100           36100
## 1143         5500.0       0.38759690          28000           35200
## 1144         4097.0       0.34410112          15800           15200
## 1145         7500.0       0.75029036          31700           41800
## 1146         6334.0       0.40553575          25800           32600
## 1147         5247.0       0.53421000          35300           41900
## 1148         4750.0       0.45902649          18600           21500
## 1149         5500.0       0.24462222          29000           35400
## 1150         3500.0       0.38755592          23700           28400
## 1151         5564.5       0.43234426          24100           29600
## 1152         6600.0       0.62209302          29700           36400
## 1153         4500.0       0.36217330          26800           33700
## 1154         4911.0       0.49123253          29200           36200
## 1155         5500.0       0.65000811          29800           42400
## 1156         9500.0       0.81279251          23500           33800
## 1157         4750.0       0.43305785          23300           29500
## 1158         6250.0       0.59683996          31600           43700
## 1159         4000.0       0.25507398          15500           19000
## 1160         6000.0       0.40324892          28700           29700
## 1161         5792.5       0.47225025          13500           16700
## 1162         4341.5       0.36283186          17700           18900
## 1163         6065.0       0.39922481          17300           21000
## 1164         5371.0       0.33710285          18500           22300
## 1165         6600.0       0.83040201          38700           56500
## 1166         6334.0       0.29703190          29300           38800
## 1167         5500.0       0.66746740          33900           43200
## 1168         5945.5       0.41768416          20100           25300
## 1169         9500.0       0.43514965          37100           48700
## 1170         4500.0       0.40609579          23600           33100
## 1171         4750.0       0.34261242          17200           20600
## 1172         3500.0       0.42056075          25300           29300
## 1173         4290.0       0.31451398          20900           27100
## 1174         8750.0       0.71246459          30400           43500
## 1175         3500.0       0.28286853          22200           28900
## 1176         2518.5       0.32943740          24200           28200
## 1177         9022.0       0.64030692          41000           54500
## 1178        10223.5       0.70670391          30600           40400
## 1179         7500.0       0.67914438          22900           27600
## 1180         8750.0       0.71027217          37600           48900
## 1181         3600.0       0.43621612          24700           30200
## 1182         9241.0       0.54491315          34400           44000
## 1183         5621.0       0.33561644          26000           30200
## 1184         3670.0       0.25228758          15500           16700
## 1185         6500.0       0.71453590          28000           39600
## 1186         4000.0       0.53629630          22500           28200
## 1187         9812.5       0.58513641          50600           62800
## 1188         4220.5       0.36714976          28100           28300
## 1189        16000.0       0.69753980          38600           46500
## 1190         3246.5       0.39175258          22100           27000
## 1191        12196.0       0.80744037          44000           60800
## 1192         4585.0       0.47500000          18300           18400
## 1193         6000.0       0.53000000          21600           30900
## 1194         9500.0       0.62835249          29400           39800
## 1195         7077.0       0.48427930          27000           31700
## 1196         5859.5       0.37101893          24900           28500
## 1197         4750.0       0.42006270          23300           26900
## 1198         3500.0       0.46337308          20800           25400
## 1199         7000.0       0.75294492          42100           54900
## 1200         5636.0       0.35882353          16800           17400
## 1201         6334.0       0.29703190          29300           38800
## 1202        10750.0       0.68992248          25900           34000
## 1203         9500.0       0.54487179          24800           29300
## 1204         4000.0       0.32093547          26900           35700
## 1205        10474.0       0.60815308          34200           42000
## 1206         6150.0       0.45635322          27300           32600
## 1207         9228.0       0.65004985          25900           30000
## 1208        13712.0       0.57714286          27100           38200
## 1209         3899.5       0.21303763          20900           25200
## 1210         3202.5       0.39068100          12800           15500
## 1211         7408.0       0.55340114          43600           53900
## 1212         4750.0       0.24930680          33700           43500
## 1213         8000.0       0.08499414          16100           16500
## 1214         4750.0       0.31242461          22100           17500
## 1215         4750.0       0.23371648          32200           34500
## 1216         5221.0       0.32275641          14700           18900
## 1217         4750.0       0.43167702          14500           19400
## 1218         9500.0       0.51482059          32300           39800
## 1219         5500.0       0.69886364          20400           27500
## 1220         6500.0       0.63763441          27500           33500
## 1221         7667.0       0.54792681          23000           27900
## 1222         8001.0       0.79780220          41500           55800
## 1223         4698.5       0.35170604          23800           27500
## 1224         5250.0       0.41517857          24700           31800
## 1225         6334.0       0.41100917          18100           21200
## 1226         9500.0       0.73552124          19500           25400
## 1227         4750.0       0.28754448          16800           22900
## 1228         9500.0       0.75079365          33000           45900
## 1229         7500.0       0.71527778          35000           44200
## 1230         5776.0       0.29905703          30300           35700
## 1231         5750.0       0.43695292          26000           33900
## 1232         7640.0       0.26197836          30200           34500
## 1233         7628.0       0.56893768          32100           39100
## 1234         5500.0       0.44682436          28400           33800
## 1235         4750.0       0.40097403          21100           21200
## 1236         4629.5       0.32735962          24700           29100
## 1237         8750.0       0.68818514          35900           43000
## 1238         4750.0       0.55066498          27500           34100
## 1239         5007.5       0.44716243          17000           21100
## 1240         4372.0       0.35702103          14900           16300
## 1241         7000.0       0.58808933          28400           34000
## 1242         4750.0       0.29468599          15200           16700
## 1243         9500.0       0.45841035          30900           34500
## 1244         5405.0       0.40441176          31000           35000
## 1245         7500.0       0.72304440          35000           48500
## 1246         5736.0       0.53900536          32500           37000
## 1247         2849.5       0.58827751          24500           35000
## 1248         7500.0       0.54336043          34600           39100
## 1249         2125.0       0.39354839          20900           19200
## 1250         3437.0       0.40815412          24100           28000
## 1251         8250.0       0.75338753          30800           39500
## 1252         4875.0       0.55263158          50900           60900
## 1253         9750.0       0.40784314          21000           25400
## 1254         6214.5       0.45188168          28800           50100
## 1255         9500.0       0.50128866          31300           38000
## 1256         4500.0       0.57777578          49500           66600
## 1257         5500.0       0.39390292          33400           51100
## 1258         9500.0       0.77337110          31600           42900
## 1259         4639.0       0.25409130          24700           34200
## 1260         4750.0       0.34084821          21000           28900
## 1261         5500.0       0.39746094          27300           29400
## 1262         6500.0       0.41576725          35000           42700
## 1263         5500.0       0.20735786          32500           37000
## 1264         6334.0       0.29703190          29300           38800
## 1265         5189.0       0.61329305          38200           55200
## 1266         5500.0       0.39390292          33400           51100
## 1267         4188.0       0.36780745          25700           31000
## 1268         6334.0       0.29703190          29300           38800
## 1269         4750.0       0.44742991          26700           37400
## 1270         4750.0       0.30354449          20600           29800
## 1271         4000.0       0.49357287          23100           31600
## 1272         9000.0       0.81300813          23300           33400
## 1273         4750.0       0.28754448          16800           22900
## 1274         7500.0       0.75704657          36700           53100
## 1275         5000.0       0.50283860          29600           34100
## 1276         3500.0       0.42679783          23700           30900
## 1277         4750.0       0.27464789          18700           18300
## 1278         8305.0       0.55350675          29800           34000
## 1279         4750.0       0.45902649          18600           21500
## 1280         4750.0       0.38767651          28200           32600
## 1281         6077.0       0.36630037          17400           17300
## 1282         6095.0       0.51287554          27200           44200
## 1283         5736.0       0.53900536          32500           37000
## 1284        11524.0       0.56377953          25200           29500
## 1285         3375.0       0.32605178          15200           12500
## 1286         6334.0       0.29703190          29300           38800
## 1287         3753.0       0.31421672          19400           28000
## 1288         4193.0       0.30957684          16900           22700
## 1289         7834.0       0.43686869          16300           20200
## 1290         5702.0       0.76941458          35100           48400
## 1291         4750.0       0.37823475          21700           24800
## 1292         6600.0       0.59718026          30900           35900
## 1293         5730.0       0.33179539          14900           17100
## 1294         3357.0       0.25652714          16400           19800
## 1295         5367.0       0.35546875          19600           22400
## 1296         5500.0       0.39390292          33400           51100
## 1297         8110.0       0.28982726          22000           30300
## 1298         5500.0       0.33642798          24300           32800
## 1299         6700.0       0.51041667          42000           48200
## 1300        10208.5       0.55295008          39500           48300
## 1301         7500.0       0.80249281          34800           49400
## 1302         3957.5       0.43916038          16300           20400
## 1303         3666.0       0.35014409          18400           20100
## 1304         4500.0       0.36938829          23300           28900
## 1305         5500.0       0.39390292          33400           51100
## 1306         7500.0       0.43417594          33200           41400
## 1307         4750.0       0.31538462          20100           28400
## 1308         4000.0       0.27688787          24000           28500
## 1309         9500.0       0.62068966          33100           38800
## 1310         5945.5       0.41768416          20100           25300
## 1311         9500.0       0.59405941          30600           41700
## 1312         5500.0       0.48974359          25600           27900
## 1313         9500.0       0.48452697          28400           33200
## 1314         3500.0       0.56571429          19900           18400
## 1315         8750.0       0.70764081          42400           54000
## 1316         4750.0       0.43589744          24700           28200
## 1317         2246.0       0.48340961          25800           33200
## 1318         4950.0       0.19725557          29900           35400
## 1319        14250.0       0.76482412          20200           26200
## 1320         6700.0       0.56280193          30900           37800
## 1321         6334.0       0.29703190          29300           38800
## 1322         6251.0       0.55119681          32200           38000
## 1323         3950.0       0.41666667          24700           26800
## 1324         5500.0       0.50000000          19400           28400
## 1325         3500.0       0.35015773          19400           25700
## 1326        10500.0       0.65706052          31200           43100
## 1327         6334.0       0.40760475          23500           30500
## 1328         3500.0       0.35108271          29400           38400
## 1329         3998.5       0.31550388          23200           25100
## 1330         4350.0       0.27626459          22100           29600
## 1331         6334.0       0.32755842          19900           34200
## 1332         3698.0       0.32638889          24700           25600
## 1333         8250.0       0.50152453          37500           47700
## 1334        10281.0       0.59484536          44500           45200
## 1335         4750.0       0.45902649          18600           21500
## 1336         7500.0       0.54593176          34300           41300
## 1337        10000.0       0.71530531          45000           61800
## 1338         6381.0       0.48773449          25300           32600
## 1339         4750.0       0.34261242          17200           20600
## 1340         3105.0       0.47009967          18500           21600
## 1341         5945.5       0.41768416          20100           25300
## 1342         6500.0       0.49417249          26700           34900
## 1343         5459.0       0.40748272          24600           29100
## 1344         6147.0       0.38507463          22300           31300
## 1345         6500.0       0.52825142          33100           39800
## 1346         5500.0       0.32115471          36500           38400
## 1347         4750.0       0.33904585          21800           23200
## 1348         5500.0       0.49403748          32500           37900
## 1349         5500.0       0.45707519          29200           36200
## 1350         8250.0       0.63595987          32600           40800
## 1351         2750.0       0.49640288          15200           14300
## 1352         5185.5       0.38398915          16400           31600
## 1353         5500.0       0.32358674          13000           16800
## 1354         8200.0       0.58709677          24400           31200
## 1355         6175.0       0.67492260          27900           40100
## 1356         8345.0       0.50778443          30000           38900
## 1357         6956.0       0.53962316          27200           34100
## 1358         6334.0       0.29703190          29300           38800
## 1359         5500.0       0.50458716          22300           27800
## 1360         6334.0       0.29703190          29300           38800
## 1361         9216.0       0.87682382          40900           59600
## 1362         4500.0       0.54075412          22600           29900
## 1363         4479.0       0.28733306          24800           31300
## 1364         5500.0       0.65973072          37800           47200
## 1365         8250.0       0.48888889          22700           33500
## 1366         4278.0       0.32250153          23000           28000
## 1367         8015.5       0.82581454          64800           79200
## 1368         4750.0       0.28754448          16800           22900
## 1369         3500.0       0.34401405          27500           36300
## 1370         3072.0       0.37053571          18100           19000
## 1371         6334.0       0.29703190          29300           38800
## 1372         3696.0       0.31427216          23100           28100
## 1373         5500.0       0.42124915          24400           31100
## 1374         5250.0       0.53913963          24600           34800
## 1375         8234.5       0.72480620          89300          113400
## 1376         4750.5       0.36704120          15400           14200
## 1377         9500.0       0.42559110          17200           23900
## 1378         5500.0       0.78082192          15700           22700
## 1379         9500.0       0.53061441          31100           39800
## 1380         3959.0       0.27874564          22700           28100
## 1381         6000.0       0.43572615          21800           26400
## 1382         2800.0       0.20846252          17500           21700
## 1383         6500.0       0.50194553          22000           26400
## 1384         3191.0       0.06333333          18700           21100
## 1385         4750.0       0.56539293          27000           33400
## 1386         4750.0       0.32850242          19700           19700
## 1387         6900.0       0.57608829          35300           41900
## 1388         3500.0       0.24248851          23600           27900
## 1389         4750.0       0.53061224          23500           32100
## 1390         1829.5       0.40816327          15200           20400
## 1391         8750.0       0.85384615          30600           50300
## 1392         4750.0       0.33532593          22200           27200
## 1393         6250.0       0.61058412          35100           41100
## 1394         5250.0       0.57285240          23400           34200
## 1395         4750.0       0.38557994          14600           16800
## 1396         7821.0       0.45719178          25600           33000
## 1397         8250.0       0.50152453          37500           47700
## 1398         5736.0       0.53900536          32500           37000
## 1399         2800.0       0.20846252          17500           21700
## 1400         8250.0       0.70596591          19900           25700
## 1401         5500.0       0.48007968          16500           19800
## 1402         6300.0       0.80646992          44900           56900
## 1403        11181.5       0.73060797          31500           44100
## 1404        10500.0       0.69025022          20000           28400
## 1405         6334.0       0.29703190          29300           38800
## 1406         4608.0       0.44990366          27300           35300
## 1407         4750.0       0.47838617          30600           34200
## 1408         8250.0       0.56953033          34700           41500
## 1409         7500.0       0.65922723          34600           48300
## 1410        12500.0       0.80458015          33800           39000
## 1411         8000.0       0.68897638          27700           38600
## 1412         3918.0       0.23747681          21700           24800
## 1413         4750.0       0.40097403          21100           21200
## 1414         2972.0       0.47973793          21800           25800
## 1415         2800.0       0.20846252          17500           21700
## 1416         7500.0       0.50544845          38700           44800
## 1417         5500.0       0.65410200          29000           38100
## 1418        10750.0       0.58370044          19500           30100
## 1419         8250.0       0.64627660          26800           36700
## 1420         6000.0       0.47063412          27100           34200
## 1421         6500.0       0.28051643          35300           42500
## 1422         3202.5       0.39068100          12800           15500
## 1423         8250.0       0.77318212          44900           54600
## 1424         5553.0       0.39308176          16100           19500
## 1425         5500.0       0.55489614          21600           31700
## 1426         8250.0       0.57481368          36800           48800
## 1427         9500.0       0.60559235          35200           41900
## 1428         4750.0       0.35250464          19300           20200
## 1429         6500.0       0.77296937          40500           54200
## 1430         6250.0       0.52202937          26400           34500
## 1431         8750.0       0.52184179          28300           36900
## 1432         6334.0       0.48332546          36500           49200
## 1433         8760.0       0.61560694          41700           45400
## 1434         7352.0       0.54627502          29600           36400
## 1435        13250.0       0.62344140          28500           36200
## 1436         9500.0       0.38539043          27800           32200
## 1437         5350.0       0.39085821          17200           24000
## 1438         6671.0       0.43290043          44900           50700
## 1439         8750.0       0.71383648          24000           32100
## 1440         8250.0       0.58752998          29400           39600
## 1441         5780.0       0.62620424          26300           35200
## 1442         3500.0       0.37200957          16000           16900
## 1443         4629.0       0.35251799          17300           19600
## 1444         5500.0       0.26889397          37900           57200
## 1445         8750.0       0.41056911          23600           26300
## 1446         4750.0       0.45902649          18600           21500
## 1447         8250.0       0.71836079          39000           53700
## 1448         5500.0       0.44709430          30500           39000
## 1449         9250.0       0.70833775          42100           56600
## 1450         9500.0       0.65919283          23800           27100
## 1451         4750.0       0.35027800          26800           33300
## 1452         4750.0       0.39814232          26300           34200
## 1453         8750.0       0.41056911          23600           26300
## 1454         9500.0       0.43133747          32400           47000
## 1455         6250.0       0.59817352          36300           42200
## 1456         3500.0       0.13935145          17900           21200
## 1457         4750.0       0.47051862          31300           28800
## 1458         3357.0       0.25652714          16400           19800
## 1459         4750.0       0.37461300          40600           26700
## 1460         4750.0       0.30569620          15100           16300
## 1461         5500.0       0.24797844          26400           32400
## 1462         5500.0       0.39390292          33400           51100
## 1463         5221.0       0.32275641          14700           18900
## 1464        12500.0       0.40949101          61300           52600
## 1465         4050.0       0.39365079          16800           17600
## 1466         6125.0       0.32772166          26900           27000
## 1467         4750.0       0.42008889          25700           31600
## 1468         4069.5       0.27887882          32100           36300
## 1469         9500.0       0.54661017          31400           37500
## 1470         6500.0       0.77331190          36100           44100
## 1471         7368.5       0.34460306          20000           25800
## 1472         1544.0       0.15595135          15800           18200
## 1473         8074.5       0.69576958          26200           33300
## 1474         7500.0       0.51356566          36100           45500
## 1475         4750.0       0.45608466          40600           38000
## 1476         6500.0       0.69345580          22100           25200
## 1477         5500.0       0.39189189          14300           14000
## 1478         7250.0       0.51364522          37300           49600
## 1479         6993.5       0.66368347          30800           43500
## 1480         7500.0       0.65968064          31300           43600
## 1481         7500.0       0.80475273          42800           56200
## 1482         4673.0       0.44180791          41300           46500
## 1483         5218.0       0.32443476          25500           30000
## 1484         2750.0       0.41837838          22300           25100
## 1485         7500.0       0.60536701          28100           36200
## 1486         3500.0       0.44624277          15800           15300
## 1487         5500.0       0.41081594          21900           26700
## 1488         8750.0       0.63327370          30600           39500
## 1489         4750.0       0.41972973          21100           26700
## 1490         9500.0       0.54773519          27600           32000
## 1491         6334.0       0.29703190          29300           38800
## 1492         5843.0       0.42751479          33300           37000
## 1493         4750.0       0.25239617          18800           23300
## 1494         7125.0       0.54217966          32800           39700
## 1495         5500.0       0.42260062          25800           31100
## 1496         4750.0       0.36274510          18300           23200
## 1497         8250.0       0.57481368          36800           48800
## 1498         5343.0       0.33959900          15700           15100
## 1499         4250.0       0.34800550          25700           32300
## 1500         8690.0       0.51364764          32300           32300
## 1501         5895.5       0.52072660          28600           42300
## 1502         9500.0       0.59722222          24500           36600
## 1503         3488.0       0.76880531          22900           33400
## 1504         5000.0       0.47433904          21000           30000
## 1505         5000.0       0.57693966          31700           40400
## 1506         4371.0       0.27685950          16100           18800
## 1507         2670.0       0.31125828          15900           17800
## 1508         6334.0       0.48332546          36500           49200
## 1509         9791.5       0.62143408          28600           33100
## 1510        12500.0       0.40949101          61300           52600
## 1511         6273.0       0.38424493          27100           36100
## 1512         5500.0       0.40570377          22700           25000
## 1513        27625.0       0.31666667          24300           28100
## 1514         6334.0       0.29703190          29300           38800
## 1515         4750.0       0.44008876          23900           27100
## 1516         5708.0       0.41157294          23900           29300
## 1517         4750.0       0.48543689          14600           15700
## 1518         5500.0       0.59957401          28900           35000
## 1519         9100.0       0.47191011          25200           27500
## 1520         5526.5       0.37113402          15600           17700
## 1521         8000.0       0.69853471          32100           39200
## 1522         6170.0       0.58589212          28300           35000
## 1523         8750.0       0.37111517          28500           34700
## 1524         1544.0       0.15595135          15800           18200
## 1525         9500.0       0.75528365          23700           32800
## 1526         4750.0       0.35825545          19900           21300
## 1527        10907.5       0.50271003          39700           45700
## 1528         6333.0       0.45638821          23300           32700
## 1529         5500.0       0.18796992          25800           34100
## 1530         5500.0       0.26781327          28800           31700
## 1531         8750.0       0.47719298          22900           29400
## 1532         3500.0       0.43006288          24400           28600
## 1533         8722.0       0.69427313          31500           44300
## 1534         4742.0       0.47619048          24200           27700
## 1535         9500.0       0.82896764          46100           57700
## 1536         3500.0       0.25868286          20800           27000
## 1537         6546.0       0.64795184          39200           49200
## 1538         5500.0       0.38888889          21000           21700
## 1539         3745.0       0.36971707          25000           28200
## 1540         4097.0       0.34410112          15800           15200
## 1541         3671.0       0.53556485          15600           16600
## 1542         9500.0       0.63414634          24600           36200
## 1543         3500.0       0.49581173          32100           37400
## 1544         5500.0       0.44317933          24500           25400
## 1545         8250.0       0.58109396          28600           35200
## 1546         4652.5       0.32472989          18400           23500
## 1547         5500.0       0.43846154          45600           40700
## 1548         8750.0       0.56056338          26000           33500
## 1549         8799.0       0.58788382          30200           36000
## 1550         8750.0       0.75750834          70500           95800
## 1551         7500.0       0.49729551          30300           38800
## 1552         4500.0       0.33758752          24100           30100
## 1553         4750.0       0.22488038          19500           22500
## 1554         4750.0       0.36137507          21600           25300
## 1555         5859.5       0.37101893          24900           28500
## 1556        27625.0       0.31666667          24300           28100
## 1557         6273.0       0.38424493          27100           36100
## 1558         6344.0       0.28571429          17600           17800
## 1559         6913.5       0.55172414          25300           33900
## 1560         9500.0       0.42225859          31300           33600
## 1561         5250.0       0.38483886          23400           27800
## 1562         6334.0       0.29703190          29300           38800
## 1563         3500.0       0.40112817          27400           31400
## 1564         4750.0       0.45902649          18600           21500
## 1565         4008.5       0.34752650          20700           31000
## 1566         9500.0       0.62087123          23800           30400
## 1567        10250.0       0.68172119          30800           42300
## 1568         7306.5       0.59152334          26800           31800
## 1569         4750.0       0.41972973          21100           26700
## 1570         5500.0       0.36526533          28600           35200
## 1571         8508.0       0.80285714          36300           42400
## 1572         4750.0       0.45608466          40600           38000
## 1573         3500.0       0.38137869          25000           32700
## 1574         5792.5       0.47225025          13500           16700
## 1575         5500.0       0.38288288          51100           49600
## 1576         4750.0       0.35027800          26800           33300
## 1577         6334.0       0.31637650          26100           29100
## 1578         4750.0       0.45902649          18600           21500
## 1579         5552.5       0.36712329          23200           21400
## 1580         7501.0       0.40763674          28000           34400
## 1581         4750.0       0.41769547          13100           15400
## 1582         3500.0       0.46295285          26600           29400
## 1583         3900.0       0.30568562          24900           30800
## 1584         8250.0       0.72039633          38900           53700
## 1585         6334.0       0.35409253          24600           32200
## 1586         6000.0       0.71616766          40700           54800
## 1587         3745.0       0.36971707          25000           28200
## 1588         8250.0       0.39702091          32400           27500
## 1589         8750.0       0.72391992          33400           38900
## 1590         4750.0       0.50307828          24800           30500
## 1591         7834.0       0.49267395          25800           33400
## 1592        13792.5       0.27652733          37200           45000
## 1593         2750.0       0.12564103          44500           46400
## 1594         5736.0       0.53900536          32500           37000
## 1595         8750.0       0.83670034          28000           46000
## 1596         9283.0       0.48508946          39900           47600
## 1597         6334.0       0.29703190          29300           38800
## 1598         4750.0       0.32094763          26200           31300
## 1599         2354.0       0.09107636          33100           34600
## 1600         6250.0       0.60453400          27300           32200
## 1601         3500.0       0.37769080          25000           29700
## 1602         4000.0       0.25507398          15500           19000
## 1603         9500.0       0.45669291          29500           30300
## 1604         5500.0       0.36182867          32200           42200
## 1605        12000.0       0.73853211          40900           56400
## 1606         4227.0       0.40160240          27000           29700
## 1607         5500.0       0.39390292          33400           51100
## 1608         3500.0       0.28286853          22200           28900
## 1609         5000.0       0.33258553          20800           26000
## 1610         7444.0       0.42616034          15000           23600
## 1611         4750.0       0.45161290          17900           19000
## 1612         4750.0       0.38911290          22600           25000
## 1613         3536.0       0.35937500          19000           25400
## 1614         5500.0       0.36545139          25500           28800
## 1615        12500.0       0.59496948          34100           44500
## 1616         3500.0       0.31565603          13700           17900
## 1617         6865.0       0.58291758          34300           42300
## 1618         4550.0       0.31455399          15400           14700
## 1619         4846.0       0.31931669          36400           37200
## 1620         8250.0       0.68691310          32800           45000
## 1621         7962.0       0.59975669          33200           42600
## 1622         9500.0       0.79661017          34000           47100
## 1623         4748.0       0.30548731          19700           22400
## 1624        11000.0       0.86233480          48100           71700
## 1625         6370.0       0.26666667          35800           35100
## 1626         4231.0       0.18867925          35500           39700
## 1627         3500.0       0.41638225          12500           21600
## 1628         4652.0       0.41794872          19400           20400
## 1629         5500.0       0.39390292          33400           51100
## 1630         4750.0       0.28754448          16800           22900
## 1631         3635.0       0.23261391          16400           17400
## 1632         6206.0       0.31811263          14800           16800
## 1633         5500.0       0.28526214          29000           35000
## 1634         4867.0       0.37672456          27700           27400
## 1635         6668.0       0.37709497          17600           18200
## 1636         8250.0       0.46896068          29000           36000
## 1637         6364.0       0.47897196          16800           19600
## 1638         8250.0       0.50152453          37500           47700
## 1639         3500.0       0.45628743          22300           28100
## 1640         4750.0       0.45902649          18600           21500
## 1641         4750.0       0.34020619          33000           36200
## 1642         1902.0       0.30833333          34300           40000
## 1643         9500.0       0.61047463          24600           30300
## 1644         7325.0       0.37164751          29600           33400
## 1645         7500.0       0.43474178          29700           33600
## 1646         9500.0       0.63595840          35200           44600
## 1647         4750.0       0.24629436          33900           41200
## 1648         5500.0       0.27800830          29200           31400
## 1649         4750.0       0.19669707          31900           36100
## 1650         8750.0       0.41056911          23600           26300
## 1651         5500.0       0.38868479          24100           30300
## 1652         9500.0       0.58269598          33700           45500
## 1653         9500.0       0.43133747          32400           47000
## 1654         5500.0       0.49674797          28000           35800
## 1655         2800.0       0.20846252          17500           21700
## 1656         3500.0       0.42115248          27100           31100
## 1657         9500.0       0.70286396          30200           34600
## 1658         4750.0       0.45902649          18600           21500
## 1659         5369.0       0.39470813          20500           22400
## 1660         5369.0       0.39470813          20500           22400
## 1661         4901.0       0.38681298          27500           36600
## 1662         4000.0       0.37851478          20200           25900
## 1663         3500.0       0.45166280          28400           35100
## 1664         8000.0       0.76585060          43700           51700
## 1665        15375.0       0.59539789          29900           34900
## 1666         2905.0       0.24926686          19100           24000
## 1667         6500.0       0.43178170          33200           37200
## 1668         4750.0       0.25654450          12700           14700
## 1669         4345.0       0.34701091          25100           32100
## 1670         4750.0       0.43965645          29400           36800
## 1671         5000.0       0.37541899          24600           28800
## 1672         7500.0       0.49593235          33200           41900
## 1673         4635.0       0.21663778          24300           28800
## 1674         6250.0       0.31864975          23800           29600
## 1675         4750.0       0.24930680          33700           43500
## 1676         6250.0       0.70825336          27700           37300
## 1677         9378.5       0.64028292          29500           39500
## 1678         6334.0       0.37807309          27300           34100
## 1679         7000.0       0.31829850          29300           40300
## 1680         7250.0       0.85441941          28600           40900
## 1681         9500.0       0.68445262          22800           26300
## 1682         8408.0       0.63699422          37300           46000
## 1683         7500.0       0.59331476          31900           42900
## 1684         9500.0       0.63513514          37200           44800
## 1685         8250.0       0.50152453          37500           47700
## 1686         4788.0       0.35549645          20400           17700
## 1687         5221.0       0.32275641          14700           18900
## 1688         5500.0       0.32606800          21100           29800
## 1689         8250.0       0.61011236          30900           36700
## 1690        10577.5       0.51418440          28800           35200
## 1691         5250.0       0.43348071          27100           32500
## 1692         4750.0       0.38986410          20500           23700
## 1693         4054.0       0.28419183          24200           27400
## 1694         4020.5       0.45235656          27700           32400
## 1695         4280.5       0.41420118          21700           26800
## 1696         7500.0       0.61793877          39400           43200
## 1697         3751.0       0.33825598          18600           20300
## 1698         3668.0       0.45712836          17500           24500
## 1699         5736.0       0.53900536          32500           37000
## 1700         9000.0       0.66149068          36200           46800
## 1701        19000.0       0.70468750          31700           46000
## 1702         7667.0       0.36157480          17600           21900
## 1703         5945.5       0.41768416          20100           25300
## 1704         7250.0       0.53936652          26700           31500
## 1705         5500.0       0.51733333          27100           32300
## 1706         6866.0       0.39217877          25600           27800
## 1707        12500.0       0.40949101          61300           52600
## 1708         5500.0       0.61005693          31800           34400
## 1709         9464.0       0.59217877          32200           38600
## 1710         4585.5       0.33949314          22700           30200
## 1711         4500.0       0.47130243          25300           30300
## 1712         3969.0       0.36447520          22700           23500
## 1713         4530.0       0.35564854          21000           24700
## 1714         4411.0       0.19399399          30400           34300
## 1715         4726.5       0.44943820          14800           15200
## 1716         7298.0       0.75937500          28400           39400
## 1717         9125.0       0.58403361          24700           38800
## 1718         8250.0       0.57142857          23000           34200
## 1719         6866.0       0.39217877          25600           27800
## 1720        10302.0       0.43290323          21200           25700
## 1721         4750.0       0.44008876          23900           27100
## 1722         8125.0       0.58008430          29900           35500
## 1723         3991.0       0.25189647          19600           23800
## 1724         4500.0       0.47593750          23000           33300
## 1725        10500.0       0.68214286          17400           22100
## 1726         4750.0       0.24629436          33900           41200
## 1727         5500.0       0.54068858          48000           60700
## 1728         2800.0       0.20846252          17500           21700
## 1729         3981.0       0.32071960          21200           22400
## 1730         7000.0       0.71272285          41900           50900
## 1731         6500.0       0.70216607          33800           44800
## 1732         2333.0       0.27787934          30000           36600
## 1733         7839.0       0.48997384          26200           32000
## 1734         8250.0       0.47859541          30900           40100
## 1735         3981.0       0.32071960          21200           22400
## 1736         3856.0       0.33561644          14400            9800
## 1737         8714.5       0.42432432          26800           31800
## 1738         8366.0       0.42486085          16400           26600
## 1739         4750.0       0.40658228          18700           19600
## 1740        10893.0       0.59864966          29600           43400
## 1741         8083.0       0.57029478          30600           39700
## 1742         5221.0       0.32275641          14700           18900
## 1743        10107.0       0.47115968          33400           41300
## 1744         8250.0       0.60341151          36800           43500
## 1745        12589.0       0.75422427          32500           42900
## 1746         7898.0       0.45375575          29600           35700
## 1747         4500.0       0.26647564          26100           35700
## 1748         6852.0       0.60729023          26500           33900
## 1749         3500.0       0.22665370          23500           25200
## 1750         5500.0       0.56470588          23200           31100
## 1751         4750.0       0.45902649          18600           21500
## 1752         6334.0       0.33108758          17500           25000
## 1753         2333.0       0.27787934          30000           36600
## 1754         5500.0       0.50747211          24300           28200
## 1755         4750.0       0.16371681          30500           35100
## 1756         8250.0       0.68153409          34800           47500
## 1757         5350.0       0.39085821          17200           24000
## 1758         8552.0       0.78480357          38000           49300
## 1759         7500.0       0.59581739          29600           36000
## 1760         4750.0       0.41750359          36800           35900
## 1761         7000.0       0.41051411          34000           40200
## 1762         4286.0       0.27512953          27500           34300
## 1763         4678.0       0.13060429          19000           18700
## 1764         7301.5       0.39893031          34600           42300
## 1765         6334.0       0.29703190          29300           38800
## 1766         4750.0       0.36772983          21900           24000
## 1767         8248.5       0.43506494          27400           29100
## 1768         8250.0       0.86070686          32200           40700
## 1769         5250.0       0.57055215          36100           43800
## 1770        12821.0       0.58557284          36900           45700
## 1771         4414.5       0.36665017          21800           30800
## 1772         4390.0       0.41037408          27600           35800
## 1773         5859.5       0.37101893          24900           28500
## 1774         6025.0       0.67360285          32500           45000
## 1775         4000.0       0.35023585          22200           26800
## 1776         2899.0       0.48953975          17100           14500
## 1777         7500.0       0.53435115          34300           38900
## 1778         3391.0       0.34109589          16900           17900
## 1779         4379.0       0.35860839          16300           19600
## 1780         5500.0       0.64744186          40800           54900
## 1781         6789.0       0.36571151          30000           32400
## 1782         8066.5       0.47379144          19000           25700
## 1783         4750.0       0.45902649          18600           21500
## 1784         4000.0       0.33866861          22800           28300
## 1785         6752.0       0.33668045          19200           25600
## 1786         8651.0       0.62777321          34700           38900
## 1787         5456.5       0.42881261          26300           33400
## 1788         5945.5       0.41768416          20100           25300
## 1789         4977.0       0.28606965          21200           29200
## 1790         8250.0       0.59379397          35500           43400
## 1791         7860.5       0.59741024          30500           34100
## 1792         4750.0       0.31695332          13500           14700
## 1793         3937.0       0.24872232          14600           17000
## 1794         4750.0       0.44444444          22100           21400
## 1795        10750.0       0.74670185          24900           31200
## 1796         9500.0       0.60660248          41800           45900
## 1797         4750.0       0.44065282          16600           23400
## 1798         5000.0       0.48663102          66600           70000
## 1799         7819.5       0.63898917          31400           39700
## 1800         5500.0       0.39390292          33400           51100
## 1801         4400.0       0.41978466          26600           35300
## 1802         4552.0       0.50194986          16600           20700
## 1803         5500.0       0.26968974          33600           35900
## 1804         5500.0       0.55755227          21800           31800
## 1805         4750.0       0.32075472          19100           20600
## 1806         7118.5       0.67127565          38300           51200
## 1807         9500.0       0.42168675          62300           69000
## 1808         7445.0       0.68322239          33300           38800
## 1809         5500.0       0.37398594          29400           35400
## 1810         8710.0       0.81992337          35200           46500
## 1811         4750.0       0.45902649          18600           21500
## 1812         3824.0       0.42394015          16400           15400
## 1813         9350.0       0.64748574          41600           53000
## 1814        10500.0       0.59533074          33100           38600
## 1815         5500.0       0.42264889          27300           30900
## 1816         8250.0       0.36628571          36200           39300
## 1817         6334.0       0.29703190          29300           38800
## 1818        11500.0       0.52249135          22900           28700
## 1819         4215.0       0.50226757          19200           23000
## 1820         4000.0       0.36849132          22200           26200
## 1821         8709.0       0.59977452          26400           29300
## 1822         6334.0       0.29703190          29300           38800
## 1823         6334.0       0.37413074          21900           25400
## 1824         9000.0       0.15776699          30200           35500
## 1825         6500.0       0.42000000          20700           26800
## 1826        11000.0       0.42312925          27100           32600
## 1827         8558.5       0.67453951          51300           62600
## 1828        19062.5       0.61431412          44400           42300
## 1829         4652.5       0.32472989          18400           23500
## 1830         4750.0       0.45902649          18600           21500
## 1831         3500.0       0.44946316          22700           26900
## 1832         2850.0       0.43010753          15600           16200
## 1833         6700.0       0.39092798          31900           40200
## 1834         3012.5       0.39909935          26000           34100
## 1835         4500.0       0.36115570          29500           35600
## 1836         6250.0       0.50000000          22200           29000
## 1837         5500.0       0.28222997          20600           23800
## 1838         6334.0       0.38712540          25800           30800
## 1839         7000.0       0.50664628          31300           39500
## 1840         4750.0       0.29476584          23400           27300
## 1841         2481.0       0.42883212          20400           24200
## 1842         7250.0       0.68389058          20200           27200
## 1843         5500.0       0.49099640          28200           34800
## 1844         6334.0       0.29703190          29300           38800
## 1845        11000.0       0.68689655          42800           56100
## 1846         4750.0       0.34146341          18800           23000
## 1847         5500.0       0.32450542          30500           34200
## 1848         3500.0       0.35451070          25200           31800
## 1849         4750.0       0.38837675          23300           21500
## 1850         3167.0       0.29011553          24000           27500
## 1851         5500.0       0.28222997          20600           23800
## 1852         5500.0       0.50233100          28600           34800
## 1853         3750.0       0.30351438          26500           29800
## 1854         6334.0       0.29703190          29300           38800
## 1855         8250.0       0.69538462          28900           36100
## 1856         4500.0       0.46175404          24800           31200
## 1857         4132.0       0.25072046          29500           25500
## 1858         5564.5       0.43234426          24100           29600
## 1859         4750.0       0.37379913          19300           24400
## 1860         4750.0       0.25655977          35700           37500
## 1861         6877.5       0.40165631          30000           39000
## 1862         3499.5       0.42018141          25400           30200
## 1863         6273.0       0.38424493          27100           36100
## 1864        10725.0       0.75047740          42600           55000
## 1865         5500.0       0.82572115          34400           38800
## 1866         6364.0       0.47897196          16800           19600
## 1867         4750.0       0.37775330          22200           24900
## 1868         4750.0       0.30914826          20200           25000
## 1869         6500.0       0.72805139          42900           52900
## 1870         5500.0       0.51904244          24700           33900
## 1871         3500.0       0.25891473          15000           16800
## 1872         3171.0       0.42595674          17700           19700
## 1873         4313.0       0.42231989          27000           31300
## 1874         5500.0       0.57297020          34700           41400
## 1875         3375.0       0.38113839          22600           26600
## 1876         7500.0       0.57712766          31700           36500
## 1877         6330.0       0.28971963          31000           39200
## 1878         4447.0       0.55924434          23300           32900
## 1879         4750.0       0.70588235          20000           28200
## 1880         1750.0       0.08425584          14400           18600
## 1881         6206.5       0.44736842          16500           16900
## 1882         3996.0       0.27329193          16400           20300
## 1883         6334.0       0.33164374          26200           33600
## 1884         3750.0       0.26500000          14700           13300
## 1885         3898.0       0.48982668          23400           31100
## 1886         6500.0       0.67777778          23000           27800
## 1887         3381.0       0.38903394          17700           23900
## 1888         9500.0       0.43133747          32400           47000
## 1889         4750.0       0.29006772          15300           19400
## 1890         9500.0       0.54192547          29500           38300
## 1891         5859.5       0.37101893          24900           28500
## 1892         7000.0       0.38003126          38100           46700
## 1893         6334.0       0.38712540          25800           30800
## 1894         7834.0       0.49267395          25800           33400
## 1895         3640.5       0.35669870          19400           40600
## 1896         5000.0       0.62773918          24600           28400
## 1897         4750.0       0.25239617          18800           23300
## 1898         8167.0       0.61501317          54800           64400
## 1899         4750.0       0.45902649          18600           21500
## 1900         5500.0       0.52588134          28600           40600
## 1901         2250.0       0.38560087          20800           25700
## 1902        11750.0       0.55896226          33500           40100
## 1903         4429.5       0.33473389          32500           40600
## 1904         5500.0       0.35519126          22900           22900
## 1905         3500.0       0.50587279          24300           33500
## 1906         8807.0       0.49761223          29100           35300
## 1907         2708.5       0.42483660          16500           19300
## 1908         5477.5       0.32657392          22500           27000
## 1909         7418.5       0.62034514          36700           39900
## 1910         3500.0       0.42056075          25300           29300
## 1911        15500.0       0.59624877          31200           41300
## 1912         6334.0       0.29703190          29300           38800
## 1913        12000.0       0.75834971          62400           86700
## 1914         4750.0       0.26828322          29300           34500
## 1915         4750.0       0.52821899          26100           30500
## 1916         6438.5       0.34221311          16400           21500
## 1917         5369.0       0.39470813          20500           22400
## 1918         5500.0       0.41936561          29700           38000
## 1919         4750.0       0.32566766          20700           26500
## 1920         3564.0       0.30604534          24500           23800
## 1921         7667.0       0.54792681          23000           27900
## 1922         8750.0       0.60331721          36500           44900
## 1923         4000.0       0.54289887          24600           32100
## 1924         5530.5       0.37176471          15400           19700
## 1925         6914.5       0.56349206          32500           38200
## 1926         6827.5       0.47249035          30100           28700
## 1927         5369.0       0.39470813          20500           22400
## 1928         5662.0       0.53225806          31700           39000
## 1929         7467.0       0.45467730          26700           31800
## 1930         3668.0       0.31838565          16700           15200
## 1931         3946.5       0.47231270          19300           22500
## 1932         8250.0       0.46896068          29000           36000
## 1933        10000.0       0.56714761          35200           44600
## 1934         4403.5       0.37745665          21200           23600
## 1935         3500.0       0.33215130          26300           30400
## 1936         7243.0       0.49285714          18900           18800
## 1937         7750.0       0.64444444          35000           46700
## 1938         4750.0       0.45902649          18600           21500
## 1939        10500.0       0.65005942          32400           42100
## 1940         9500.0       0.56674473          32400           38800
## 1941         6965.5       0.54491018          31300           32600
## 1942         3000.0       0.37105466          22900           26100
## 1943         9000.0       0.56534508          40900           51600
## 1944         3500.0       0.53934241          25000           32600
## 1945        10750.0       0.71595331          31800           39600
## 1946         3584.0       0.46336996          23400           26100
## 1947         4500.0       0.51354650          24000           32400
## 1948         4750.0       0.39814232          26300           34200
## 1949         4500.0       0.42341413          24600           33700
## 1950         4138.0       0.40067340          23400           31100
## 1951         9500.0       0.40160936          30700           43700
## 1952         5276.0       0.52913554          30000           29800
## 1953         7667.0       0.36157480          17600           21900
## 1954         5945.5       0.41768416          20100           25300
## 1955         4750.0       0.45902649          18600           21500
## 1956         4012.0       0.38406489          24100           25200
## 1957         5500.0       0.33373494          33500           27300
## 1958         6334.0       0.48332546          36500           49200
## 1959         4258.0       0.34139151          20500           25500
## 1960         6000.0       0.34621901          19100           24900
## 1961         8250.0       0.65090909          26600           31600
## 1962         5500.0       0.28222997          20600           23800
## 1963         4750.0       0.45303357          24300           29800
## 1964         7450.0       0.70927318          29000           34900
## 1965         5166.0       0.19951608          30600           34800
## 1966         4750.0       0.45902649          18600           21500
## 1967         8750.0       0.41056911          23600           26300
## 1968         4750.0       0.30354449          20600           29800
## 1969         5918.5       0.54767184          22900           32700
## 1970         6334.0       0.29703190          29300           38800
## 1971         3769.0       0.59107665          24600           31000
## 1972         3500.0       0.24248851          23600           27900
## 1973         4500.0       0.53706650          27200           27100
## 1974         6334.0       0.29703190          29300           38800
## 1975         3562.0       0.34729627          23700           29700
## 1976        10000.0       0.60319527          36800           47300
## 1977         3500.0       0.27362205          23900           26200
## 1978         6334.0       0.29703190          29300           38800
## 1979         4750.0       0.29411765          20800           19300
## 1980         3500.0       0.47138047          23300           29000
## 1981         9500.0       0.55158730          35100           37100
## 1982         7563.0       0.67851623          26300           33900
## 1983         7375.0       0.77222222          32100           47400
## 1984         4511.0       0.43666667          13800           14300
## 1985         8250.0       0.60915946          29000           38100
## 1986         5500.0       0.63930886          23500           30400
## 1987         9500.0       0.67982693          20700           28900
## 1988         3377.0       0.33376906          19600           23000
## 1989         7334.0       0.31819646          27900           32400
## 1990         7667.0       0.54792681          23000           27900
## 1991        10743.0       0.64328290          31500           43200
## 1992         3750.0       0.34285714          15800           13300
## 1993         3964.0       0.36288022          21200           25500
## 1994         4274.0       0.67892157          17700           23000
## 1995         4750.0       0.57575758          39200           46400
## 1996         6334.0       0.29703190          29300           38800
## 1997         5500.0       0.39370079          25900           32700
## 1998         6214.5       0.45188168          28800           50100
## 1999         3500.0       0.20183486          27400           32000
## 2000         5500.0       0.65753425          27400           35700
## 2001         8250.0       0.58625636          41600           54300
## 2002         8750.0       0.69913123          35800           49400
## 2003         4652.0       0.41794872          19400           20400
## 2004         5453.0       0.37129485          15700           18800
## 2005         6690.0       0.34650957          21400           28300
## 2006         4639.0       0.25409130          24700           34200
## 2007         5659.0       0.40275429          24800           28600
## 2008         4344.5       0.40026774          31100           33300
## 2009         5849.0       0.60235799          26100           32800
## 2010         4700.0       0.39529221          24300           29200
## 2011         2300.0       0.16783217          49800           48600
## 2012        11125.0       0.71065990          26600           32100
## 2013         4194.5       0.42136057          30100           40700
## 2014         8630.0       0.72590361          37700           47900
## 2015         3841.0       0.32488823          23600           27500
## 2016         4000.0       0.39231385          26800           32500
## 2017        10250.0       0.68060264          34000           44700
## 2018         4795.0       0.41095406          25900           32400
## 2019         3497.5       0.40740741          22500           27300
## 2020         9500.0       0.28043876          20300           20900
## 2021        17500.0       0.87188612          63800           80300
## 2022         6500.0       0.52463473          32700           40000
## 2023         3849.0       0.40979631          21700           26600
## 2024         6500.0       0.46583031          29400           38000
## 2025         9500.0       0.56382979          29500           39800
## 2026        13000.0       0.57567917          30400           38100
## 2027        12000.0       0.56507937          53300           74500
## 2028         5820.0       0.42524917          13200           16500
## 2029         9000.0       0.79208434          37200           52700
## 2030         8250.0       0.54878944          27000           33800
## 2031         9500.0       0.40760757          35500           42000
## 2032         7094.0       0.18091451          27100           31600
## 2033         8750.0       0.65193370          29100           38100
## 2034         5500.0       0.46404110          20400           25200
## 2035        14250.0       0.66622899          32400           40300
## 2036         3742.0       0.40658645          22500           28600
## 2037         2131.0       0.36965683          30300           34500
## 2038         2858.5       0.22368421          27300           25500
## 2039         4750.0       0.31055901          17300           19700
## 2040         8063.5       0.38537876          26300           34700
## 2041         4750.0       0.43166824          22300           29500
## 2042        10250.0       0.76248372          23400           30500
## 2043         7000.0       0.31829850          29300           40300
## 2044         6500.0       0.42796610          30000           36200
## 2045         7500.0       0.67682632          39500           51400
## 2046         8250.0       0.46896068          29000           36000
## 2047         5232.0       0.41142857          18100           17700
## 2048         4400.0       0.41696113          19700           17200
## 2049        16660.0       0.56770730          35700           44700
## 2050         2013.0       0.22098725          14900           18000
## 2051         7667.0       0.69569527          31500           41700
## 2052         6334.0       0.29703190          29300           38800
## 2053         2800.0       0.20846252          17500           21700
## 2054         8807.0       0.49761223          29100           35300
## 2055         5571.0       0.14877102          31100           43000
## 2056         9750.0       0.64115026          40100           46800
## 2057         8833.0       0.34428795          17800           20100
## 2058         7834.0       0.49267395          25800           33400
## 2059        10302.0       0.43290323          21200           25700
## 2060         8250.0       0.52400000          44800           51600
## 2061         4750.0       0.23792884          35200           41500
## 2062         2899.0       0.48953975          17100           14500
## 2063         5945.5       0.41768416          20100           25300
## 2064         4500.0       0.40388619          23800           29100
## 2065         6334.0       0.31637650          26100           29100
## 2066         8750.0       0.41056911          23600           26300
## 2067         9500.0       0.35544041          19500           27400
## 2068         8612.5       0.58859784          28300           34600
## 2069         5220.0       0.48216386          25300           32200
## 2070         6625.0       0.47334289          32800           38900
## 2071         7500.0       0.43104755          37800           47800
## 2072         4750.0       0.39814232          26300           34200
## 2073         4260.0       0.35444854          23300           25100
## 2074         3745.0       0.36971707          25000           28200
## 2075         5500.0       0.39390292          33400           51100
## 2076         6250.0       0.47995418          33500           40900
## 2077        10919.0       0.67512275          31200           41100
## 2078         4867.0       0.37672456          27700           27400
## 2079         1750.0       0.29685535          14800           15700
## 2080         5500.0       0.33671329          23800           27700
## 2081         5500.0       0.66575592          34300           39000
## 2082        12000.0       0.79237845          50900           67600
## 2083         2625.0       0.23742138          15400           19300
## 2084         7679.0       0.21385017          24900           29400
## 2085         6334.0       0.38034188          23000           31600
## 2086         6000.0       0.43572615          21800           26400
## 2087         7750.0       0.61930295          24600           27000
## 2088         8250.0       0.58493353          40600           56100
## 2089         4750.0       0.45902649          18600           21500
## 2090         9500.0       0.73769287          22300           28400
## 2091         4250.0       0.35185185          21100           19100
## 2092         4750.0       0.35250464          19300           20200
## 2093         4750.0       0.47051862          31300           28800
## 2094         4639.0       0.25409130          24700           34200
## 2095         5673.0       0.46880700          27800           34300
## 2096         3500.0       0.20183486          27400           32000
## 2097         6334.0       0.48332546          36500           49200
## 2098         5500.0       0.39390292          33400           51100
## 2099         7593.0       0.44278483          27400           34900
## 2100         5723.0       0.21058434          15900           25200
## 2101        21250.0       0.61142857          35000           43800
## 2102         4750.0       0.41605839          16200           19100
## 2103         6334.0       0.29703190          29300           38800
## 2104        20000.0       0.80435711          46400           60300
## 2105         6334.0       0.32755842          19900           34200
## 2106         6175.0       0.38888889          16800           18600
## 2107         4550.0       0.44541485          15800           23500
## 2108         4547.5       0.40198511          21800           25000
## 2109         6334.0       0.31851852          24000           25500
## 2110         4097.0       0.34410112          15800           15200
## 2111         6334.0       0.29703190          29300           38800
## 2112         4750.0       0.26787620          23100           24200
## 2113         3500.0       0.42740134          23400           31100
## 2114        10500.0       0.65208748          33400           43200
## 2115         4644.0       0.40606061          17300           22500
## 2116         3446.0       0.34754797          18500           28900
## 2117         5500.0       0.30633803          26800           31800
## 2118         4750.0       0.35830091          24000           28800
## 2119         9500.0       0.42559110          17200           23900
## 2120         4750.0       0.33904585          21800           23200
## 2121         6273.0       0.38424493          27100           36100
## 2122         3750.0       0.64443039          24900           34500
## 2123         7497.0       0.57288351          29700           35800
## 2124         5895.5       0.52072660          28600           42300
## 2125         6500.0       0.50000000          31100           35000
## 2126         3500.0       0.52574686          23400           31000
## 2127         1750.0       0.49193548          14400           14600
## 2128         5500.0       0.37804878          23300           28600
## 2129         3500.0       0.42952128          20300           28300
## 2130         3957.5       0.43916038          16300           20400
## 2131         9500.0       0.62794349          22200           31700
## 2132         5500.0       0.39390292          33400           51100
## 2133         4750.0       0.45789341          24500           29400
## 2134         5570.0       0.45978986          18700           22500
## 2135         7500.0       0.80443516          37900           47600
## 2136         8500.0       0.71476081          30600           44600
## 2137         4750.0       0.36775956          20800           26300
## 2138         4750.0       0.59580838          27000           27800
## 2139         4698.5       0.35170604          23800           27500
## 2140         4582.0       0.40489914          39500           36600
## 2141         5500.0       0.42264889          27300           30900
## 2142         5119.0       0.18483412          37000           42900
## 2143         4750.0       0.45902649          18600           21500
## 2144         4297.5       0.19747899          30100           39100
## 2145         5500.0       0.21052632          42600           44800
## 2146         4500.0       0.35317619          25800           31100
## 2147         5500.0       0.39390292          33400           51100
## 2148         5500.0       0.32618510          23200           28300
## 2149         3000.0       0.34594888          23300           29400
## 2150         4750.0       0.37061404          17200           20100
## 2151         8750.0       0.66786355          28100           35800
## 2152         4029.0       0.36962306          18400           22000
## 2153         7868.0       0.36563877          24800           30400
## 2154         8750.0       0.65548780          21900           31200
## 2155         4202.0       0.24262735          27300           30200
## 2156         4750.0       0.31212229          19900           29100
## 2157         8332.0       0.72507123          43000           52200
## 2158         5500.0       0.33975956          28000           33700
## 2159         7500.0       0.61793877          39400           43200
## 2160         9500.0       0.58459980          35100           38600
## 2161         5060.0       0.47763183          29500           36200
## 2162         7839.0       0.55894807          30900           37400
## 2163        10698.5       0.50844278          25300           30600
## 2164         6273.0       0.38424493          27100           36100
## 2165         5221.0       0.43273543          22800           32800
## 2166         7949.5       0.36421053          18100           17500
## 2167         6150.0       0.39336493          24700           24400
## 2168         8542.0       0.55298651          52600           55500
## 2169         5069.0       0.45493872          19700           23800
## 2170         4750.0       0.37485898          21600           19200
## 2171         4097.0       0.34410112          15800           15200
## 2172         6643.0       0.50710900          14000           15300
## 2173         4750.0       0.37044534          18000           24000
## 2174         9000.0       0.55454078          31400           41200
## 2175         3123.5       0.62801669          23900           32500
## 2176         3500.0       0.45617051          31100           35600
## 2177         4750.0       0.40816327          17200           22600
## 2178         8215.0       0.71057631          33000           41100
## 2179         2744.0       0.56302521          22300           27400
## 2180         4125.0       0.48502994          33900           40100
## 2181         3640.5       0.35669870          19400           40600
## 2182        10906.5       0.73018648          38200           45200
## 2183         4096.5       0.43181818          28900           34500
## 2184         5500.0       0.52335910          32300           36800
## 2185         7090.0       0.54887892          27500           35600
## 2186         5628.0       0.68796069          33600           40500
## 2187         5500.0       0.39974539          25300           32900
## 2188         6690.0       0.34650957          21400           28300
## 2189         4172.5       0.39257294          15200           22700
## 2190         4260.0       0.35444854          23300           25100
## 2191         7499.0       0.68713213          35200           47400
## 2192         7308.0       0.57298967          34700           42800
## 2193         9000.0       0.76452830          31000           40900
## 2194        10250.0       0.54494382          31400           35900
## 2195         8750.0       0.41056911          23600           26300
## 2196         4750.0       0.48034934          32600           38200
## 2197         5500.0       0.39390292          33400           51100
## 2198         4750.0       0.33152174          37200           33300
## 2199         4750.0       0.18205462          17000           20900
## 2200         4750.0       0.45902649          18600           21500
## 2201         7500.0       0.57169118          34500           42900
## 2202         6500.0       0.56710775          28500           31300
## 2203         5500.0       0.39390292          33400           51100
## 2204         4750.0       0.45902649          18600           21500
## 2205         3100.0       0.37500000          18700           16400
## 2206         9689.0       0.73764906          28800           40500
## 2207         5500.0       0.60898502          37000           56500
## 2208         5489.0       0.48171110          23900           29600
## 2209         6334.0       0.60354374          16700           24500
## 2210         4976.0       0.32588454          24000           31900
## 2211         4097.0       0.34410112          15800           15200
## 2212         4750.0       0.48732394          22900           33400
## 2213         4750.0       0.38059268          19700           23100
## 2214         5500.0       0.52212389          24500           29600
## 2215         4750.0       0.36674260          14100           15500
## 2216         4750.0       0.29476584          23400           27300
## 2217         5500.0       0.39390292          33400           51100
## 2218         2750.0       0.24302430          13500           19400
## 2219         8450.5       0.45918367          15900           14900
## 2220         8250.0       0.55850515          27800           35000
## 2221         8750.0       0.81592321          42300           55200
## 2222         5500.0       0.37406653          23400           25600
## 2223         5024.5       0.36094897          23500           29900
## 2224         4750.0       0.14922690          23200           33200
## 2225         5500.0       0.77272727          26500           28100
## 2226         3500.0       0.36650761          15100           14100
## 2227        10250.0       0.76747037          21500           29400
## 2228         5000.0       0.35154976          26100           32200
## 2229         2800.0       0.20846252          17500           21700
## 2230        13646.0       0.75562701          21700           26800
## 2231         7000.0       0.85545024          31500           39700
## 2232         5500.0       0.51673095          29100           35600
## 2233         4192.0       0.27368421          19500           20900
## 2234         8182.0       0.47065593          29300           37800
## 2235        10814.0       0.86635945          60000           76900
## 2236         6587.5       0.72638436          77900           89200
## 2237         7500.0       0.52064109          36700           40300
## 2238        10500.0       0.58945908          26300           32400
## 2239         4051.0       0.29629630          25200           30400
## 2240         4728.0       0.46877551          27000           33700
## 2241         3391.0       0.34109589          16900           17900
## 2242         8750.0       0.64034022          33900           40000
## 2243         8500.0       0.59624647          38500           50800
## 2244         5500.0       0.37857900          23300           28100
## 2245         8750.0       0.68000000          35800           43600
## 2246         4750.0       0.50877193          49900           53700
## 2247        10313.0       0.61272727          28400           34400
## 2248         5500.0       0.39390292          33400           51100
## 2249         4750.0       0.25654450          12700           14700
## 2250         5062.0       0.30472890          23900           30300
## 2251         5570.0       0.45978986          18700           22500
## 2252         5494.0       0.17816092          20200           27000
## 2253         5500.0       0.39390292          33400           51100
## 2254         4456.0       0.40686418          20600           26500
## 2255         4750.0       0.35796270          21900           22600
## 2256         4624.0       0.38461538          23000           32500
## 2257         5500.0       0.48007968          16500           19800
## 2258         4552.0       0.50194986          16600           20700
## 2259         5906.5       0.48384831          24300           29500
## 2260         6334.0       0.29703190          29300           38800
## 2261         5500.0       0.52211127          29300           35800
## 2262         4750.0       0.49008130          25400           30400
## 2263         5667.0       0.51785714          23400           29700
## 2264         3500.0       0.40077821          21200           25400
## 2265         3751.0       0.33825598          18600           20300
## 2266         5500.0       0.49099640          28200           34800
## 2267         6500.0       0.64423077          26800           30000
## 2268         5500.0       0.39390292          33400           51100
## 2269         5500.0       0.51863857          52400           77900
## 2270         4750.0       0.36772983          21900           24000
## 2271         3305.0       0.40930233          16000           23000
## 2272         8250.0       0.56307130          34300           43700
## 2273         4750.0       0.29299363          15600           19200
## 2274         6334.0       0.39643653          29900           25600
## 2275         4750.0       0.37349398          15600           13800
## 2276         7667.0       0.37971698          26300           32100
## 2277         3750.0       0.30357143          14100           17700
## 2278         4750.0       0.35348226          18000           20600
## 2279         4163.0       0.32065217          30400           43400
## 2280         4500.0       0.54268808          20500           26800
## 2281         4750.0       0.24629436          33900           41200
## 2282         6334.0       0.29703190          29300           38800
## 2283         5500.0       0.62840746          28900           36200
## 2284         2500.0       0.35754190          13600           13800
## 2285         6500.0       0.51130435          36700           51900
## 2286         3694.0       0.23268921          22300           21400
## 2287         9500.0       0.61904762          27900           35200
## 2288         4500.0       0.34188275          23600           29500
## 2289         8750.0       0.80651466          57700           68600
## 2290         4750.0       0.47051862          31300           28800
## 2291        10064.0       0.73479006          22000           30300
## 2292         5572.0       0.52358491          33200           39200
## 2293         6692.5       0.50980392          13600           16600
## 2294         6214.5       0.45188168          28800           50100
## 2295         3749.0       0.23255814          18900           22800
## 2296         8757.5       0.57876475          32200           40200
## 2297         8698.0       0.64157119          30000           31900
## 2298         6500.0       0.28051643          35300           42500
## 2299         6028.5       0.57704684          29600           39500
## 2300         5966.5       0.32487944          24500           29400
## 2301         6334.0       0.29703190          29300           38800
## 2302         3948.0       0.26040658          19700           20500
## 2303         3200.0       0.29478827          21200           26800
## 2304         3200.0       0.33978495          24700           30300
## 2305         6227.5       0.30378439          25600           35000
## 2306         5500.0       0.41283735          23500           25000
## 2307         5119.5       0.40588235          15400           14000
## 2308         3750.0       0.38646376          21600           29700
## 2309         2822.0       0.36668819          23600           28300
## 2310         4299.0       0.44734931          24100           29200
## 2311         7275.0       0.58000985          37900           46000
## 2312         3500.0       0.33681214          27200           31200
## 2313         6334.0       0.47163121          25500           33300
## 2314         7034.0       0.66376812          31400           46500
## 2315         5933.0       0.53249476          16500           16400
## 2316         4750.0       0.36849926          16600           21400
## 2317         4750.0       0.45902649          18600           21500
## 2318         7005.0       0.52623799          30700           37700
## 2319         6500.0       0.47736093          31400           36200
## 2320         5500.0       0.39390292          33400           51100
## 2321         2250.0       0.25126962          15500           18900
## 2322         5245.0       0.43105320          22800           23900
## 2323         7500.0       0.33035714          15600           19300
## 2324         3888.0       0.48288076          22100           27700
## 2325         4365.0       0.41156069          15300           17600
## 2326         7604.0       0.27289462          20300           25700
## 2327        20250.0       0.53750000          29200           43400
## 2328         9500.0       0.57142857          34100           32900
## 2329         3500.0       0.60321058          17500           21800
## 2330         6550.0       0.49126172          28500           36500
## 2331         5500.0       0.28571429           9100           19500
## 2332         5500.0       0.39390292          33400           51100
## 2333         2750.0       0.28172043          24200           23700
## 2334         5500.0       0.42264889          27300           30900
## 2335         3964.0       0.36288022          21200           25500
## 2336         6000.0       0.51103418          27500           34400
## 2337         6942.0       0.37175141          17100           24900
## 2338         4500.0       0.48619186          24800           31600
## 2339         7082.0       0.54135101          29800           37700
## 2340         4500.0       0.42881598          23500           29600
## 2341         8750.0       0.74774775          36700           48600
## 2342         8250.0       0.26063100          26500           26500
## 2343         8750.0       0.84094368          39700           50400
## 2344         9000.0       0.61782946          36200           41700
## 2345         7999.0       0.48463188          33700           39300
## 2346         9500.0       0.50037388          38800           49100
## 2347         5750.0       0.34185952          20400           22300
## 2348         4750.0       0.31395349          20200           26000
## 2349         7287.0       0.39244186          22600           18100
## 2350         4839.0       0.32840068          24400           28600
## 2351         6500.0       0.50194553          22000           26400
## 2352         4750.0       0.15699659          16800           19600
## 2353         7667.0       0.54792681          23000           27900
## 2354         4750.0       0.45902649          18600           21500
## 2355         7073.0       0.39925373          21300           24800
## 2356         8285.0       0.22602740          30000           38000
## 2357         7509.0       0.31954351          26600           26800
## 2358         8750.0       0.72929405          37000           43200
## 2359         4750.0       0.36783042          20300           24600
## 2360         4750.0       0.22697368          18000           20500
## 2361         3719.0       0.33333333          28800           32600
## 2362         7593.0       0.44278483          27400           34900
## 2363         5343.0       0.33959900          15700           15100
## 2364         4761.0       0.51309091          22000           28000
## 2365         7500.0       0.62610805          38600           51100
## 2366         6467.5       0.50297619          27600           36200
## 2367         4750.0       0.27197802          49100           52100
## 2368         4750.0       0.47051862          31300           28800
## 2369         6009.5       0.39790576          24900           31700
## 2370         6280.0       0.43678161          18600           25600
## 2371         4750.0       0.26451613          14200           14700
## 2372         4750.0       0.29507212          17700           23200
## 2373         4750.0       0.43771044          12200           13600
## 2374         6752.0       0.33668045          19200           25600
## 2375         5500.0       0.39390292          33400           51100
## 2376         4750.0       0.19057218          35500           42500
## 2377         6500.0       0.68311638          39400           51000
## 2378         5500.0       0.80980481          55800           70100
## 2379         9500.0       0.51072961          33200           37800
## 2380         9500.0       0.61916563          30600           39400
## 2381         5005.0       0.36175637          23400           29100
## 2382         5500.0       0.39390292          33400           51100
## 2383         4544.0       0.40862322          28900           34400
## 2384        11000.0       0.47083725          57600           64100
## 2385         3500.0       0.40835517          26800           31000
## 2386         4480.0       0.40314136          18400           23000
## 2387        11000.0       0.67324561          32600           41300
## 2388         6270.0       0.51157895          46400           54700
## 2389         8750.0       0.60763889          26200           32500
## 2390         7500.0       0.84724092          36800           56400
## 2391         6978.0       0.61658031          20500           29400
## 2392         3692.0       0.55095749          23200           29700
## 2393         5736.0       0.53900536          32500           37000
## 2394         3250.0       0.42211653          27600           34000
## 2395         8632.5       0.66679764          33400           43400
## 2396         6334.0       0.48656542          16600           22100
## 2397         9847.5       0.52586207          26600           30200
## 2398         4750.0       0.24629436          33900           41200
## 2399         9500.0       0.49272349          37200           37900
## 2400         5736.0       0.53900536          32500           37000
## 2401         4750.0       0.30354449          20600           29800
## 2402         8305.5       0.51913978          35900           45500
## 2403         5023.0       0.55784244          21700           27600
## 2404         8750.0       0.47460757          41800           48800
## 2405         9500.0       0.59964349          28200           36200
## 2406         4939.0       0.45014807          23000           28900
## 2407         5736.0       0.53900536          32500           37000
## 2408         5500.0       0.46114915          23700           32000
## 2409         6334.0       0.29703190          29300           38800
## 2410         8000.0       0.59090909          65500           77400
## 2411         3274.0       0.41427050          17200           20800
## 2412         6500.0       0.62916667          32100           41800
## 2413         7935.0       0.37043863          23400           29200
## 2414         4500.0       0.42177673          27900           32500
## 2415         5500.0       0.42152337          25400           29500
## 2416         5500.0       0.70849421          26000           34700
## 2417         7422.0       0.49496199          31200           38400
## 2418         4750.0       0.39814232          26300           34200
## 2419         9500.0       0.43133747          32400           47000
## 2420         4713.0       0.26431718          23800           26600
## 2421         9834.0       0.71475410          52200           64000
## 2422         3437.0       0.40815412          24100           28000
## 2423         6273.0       0.66746411          21300           27100
## 2424         9500.0       0.57957245          23700           31200
## 2425         5500.0       0.33671329          23800           27700
## 2426         8250.0       0.50152453          37500           47700
## 2427         5524.0       0.32946429          26100           29600
## 2428         5722.0       0.35861124          26700           31600
## 2429        12501.0       0.56356736          40200           40200
## 2430         6334.0       0.29703190          29300           38800
## 2431         5736.0       0.53900536          32500           37000
## 2432         3500.0       0.55350288          26500           31900
## 2433         6500.0       0.60288809          34900           37200
## 2434         5500.0       0.57251908          27900           34700
## 2435         9834.0       0.69646799          35600           45700
## 2436         5500.0       0.59691630          28400           32000
## 2437         4750.0       0.32566766          20700           26500
## 2438         6334.0       0.44078947          23300           22700
## 2439         3191.0       0.06333333          18700           21100
## 2440         2876.5       0.26002766          15300           17200
## 2441         4750.0       0.50000000          15200           16900
## 2442         7975.0       0.77188082          30100           37100
## 2443         5500.0       0.43340564          28300           32000
## 2444         7500.0       0.77736549          51000           64500
## 2445         2750.0       0.27027027          17400           16800
## 2446         4750.0       0.32857143          23200           18400
## 2447         4937.0       0.52047021          26100           30600
## 2448         4750.0       0.25257732          33400           31400
## 2449         6500.0       0.78311111          29100           41600
## 2450         4867.0       0.37672456          27700           27400
## 2451         6334.0       0.29703190          29300           38800
## 2452         5500.0       0.60589812          25200           28800
## 2453         4750.0       0.36805556          49700           47400
## 2454         6942.0       0.37175141          17100           24900
## 2455         9500.0       0.59322581          26800           37600
## 2456         3863.0       0.31564626          16100           19300
## 2457         4750.0       0.44179104          13700           16800
## 2458         5500.0       0.53333333          17700           15800
## 2459         4750.0       0.31212229          19900           29100
## 2460         3500.0       0.43096171          23700           27400
## 2461         6000.0       0.43572615          21800           26400
## 2462         4750.0       0.34581570          18700           22300
## 2463         3745.0       0.36971707          25000           28200
## 2464         4867.0       0.37672456          27700           27400
## 2465         6334.0       0.33108758          17500           25000
## 2466         5500.0       0.39390292          33400           51100
## 2467         4750.0       0.31917717          19600           24400
## 2468         5489.0       0.48171110          23900           29600
## 2469         3175.0       0.34124147          26000           29800
## 2470        11856.5       0.53220697          32700           42100
## 2471         4258.0       0.34997427          19400           21700
## 2472        15241.0       0.61660344          37400           50000
## 2473         4097.0       0.34410112          15800           15200
## 2474         8603.0       0.58721256          32200           39000
## 2475         3500.0       0.42893082          28100           30300
## 2476         6273.0       0.38424493          27100           36100
## 2477         9500.0       0.55743243          22500           43700
## 2478         3500.0       0.30764563          26400           28000
## 2479         5500.0       0.39390292          33400           51100
## 2480         9500.0       0.52317881          22300           26300
## 2481         5957.5       0.54111406          28200           30300
## 2482         5500.0       0.23830250          29100           34500
## 2483         4750.0       0.25386997          18900           23700
## 2484         4867.0       0.37672456          27700           27400
## 2485         4750.0       0.27840909          16400           21700
## 2486         3750.0       0.34285714          15800           13300
## 2487         9500.0       0.57120743          30000           34200
## 2488         4750.0       0.43281136          38000           44300
## 2489         3433.5       0.51129178          29100           32700
## 2490         5500.0       0.37337110          34300           42200
## 2491         6334.0       0.29703190          29300           38800
## 2492         4750.0       0.24214993          21300           28800
## 2493         6500.0       0.35163399          29600           37400
## 2494         2784.0       0.41554054          28200           29400
## 2495         3500.0       0.42483660          13500           15900
## 2496         4750.0       0.45902649          18600           21500
## 2497         4450.0       0.31967213          21700           27600
## 2498         4750.0       0.60396040          12900           15800
## 2499         4544.0       0.40862322          28900           34400
## 2500         4175.0       0.14471243          15000           15600
## 2501         3500.0       0.54729730          11000           13500
## 2502         2800.0       0.20846252          17500           21700
## 2503         8833.0       0.34428795          17800           20100
## 2504         6334.0       0.29703190          29300           38800
## 2505         6250.0       0.72336350          30900           43100
## 2506         6334.0       0.46650906          22900           32100
## 2507         5570.0       0.45978986          18700           22500
## 2508         7805.0       0.46343652          44400           52600
## 2509         5500.0       0.13399504          33700           34700
## 2510         3916.5       0.37748593          26700           34700
## 2511         4750.0       0.38837675          23300           21500
## 2512         7500.0       0.70616762          38000           48400
## 2513         6334.0       0.29703190          29300           38800
## 2514         6752.0       0.33668045          19200           25600
## 2515         6334.0       0.48332546          36500           49200
## 2516        12000.0       0.65695364          36400           45100
## 2517         7732.0       0.38073709          26700           31400
## 2518         6108.5       0.56658740          27800           34000
## 2519         4750.0       0.35750179          17200           22400
## 2520         5500.0       0.39390292          33400           51100
## 2521         7334.0       0.31819646          27900           32400
## 2522         3500.0       0.40659341          16400           20600
## 2523         3801.5       0.28336980          18600           20000
## 2524         8750.0       0.84376701          37800           47400
## 2525         3668.0       0.31838565          16700           15200
## 2526         2850.0       0.43232717          25600           32500
## 2527         3745.0       0.36971707          25000           28200
## 2528         6000.0       0.36842105          27700           30700
## 2529         6334.0       0.29703190          29300           38800
## 2530         4750.0       0.28754448          16800           22900
## 2531         3977.0       0.41734104          18000           19900
## 2532         9500.0       0.73775216          35100           51000
## 2533         3500.0       0.16067653          15700           14200
## 2534         6141.0       0.46797482          31100           35000
## 2535         5500.0       0.46495327          55200           69100
## 2536         6500.0       0.51754386          32500           43400
## 2537         5708.0       0.41157294          23900           29300
## 2538         6692.5       0.50980392          13600           16600
## 2539         3000.0       0.45036070          20200           25100
## 2540         4750.0       0.47051862          31300           28800
## 2541         4750.0       0.24629436          33900           41200
## 2542         9500.0       0.49489796          23600           32000
## 2543         6253.0       0.43885918          22400           27300
## 2544         6334.0       0.35099338          20000           16700
## 2545         4750.0       0.45430346          30400           24700
## 2546         4474.0       0.20782509          13400           14300
## 2547         4750.0       0.45902649          18600           21500
## 2548         5895.5       0.52072660          28600           42300
## 2549         7334.0       0.31819646          27900           32400
## 2550         8750.0       0.48982755          30200           42700
## 2551         9500.0       0.25412541          45400           42400
## 2552         6802.0       0.45488181          27600           35900
## 2553         5500.0       0.50929368          44200           55100
## 2554         3887.5       0.35515320          23700           28100
## 2555         8332.0       0.53071253          28900           34700
## 2556         6334.0       0.40760475          23500           30500
## 2557         8046.0       0.33275058          33900           38600
## 2558         4750.0       0.37630662          22600           20900
## 2559         5500.0       0.39390292          33400           51100
## 2560         7500.0       0.51913478          25200           33200
## 2561         5500.0       0.24757282          27500           34500
## 2562         4750.0       0.34261242          17200           20600
## 2563         5500.0       0.48864266          26000           31000
## 2564         5500.0       0.39390292          33400           51100
## 2565         4447.0       0.42022472          18600           20100
## 2566         8750.0       0.59051942          27200           35700
## 2567         4750.0       0.32670906          19900           23300
## 2568         4500.0       0.32776686          14900           19900
## 2569         4635.0       0.21663778          24300           28800
## 2570         6500.0       0.52554889          30400           39600
## 2571         4029.0       0.36962306          18400           22000
## 2572         7118.5       0.70194986          34700           42000
## 2573         6750.0       0.55879351          33200           40000
## 2574         7000.0       0.69414101          25700           29700
## 2575         5500.0       0.61477987          48600           68800
## 2576         4350.0       0.39664804          24400           28400
## 2577         8250.0       0.64577343          31800           42700
## 2578         7500.0       0.73780838          64300           84000
## 2579         3753.0       0.31421672          19400           28000
## 2580         5500.0       0.39520958          24000           27100
## 2581         5125.0       0.20645161          11000           15400
## 2582         6889.0       0.61387755          22900           29300
## 2583         6334.0       0.29703190          29300           38800
## 2584         6334.0       0.29703190          29300           38800
## 2585        10763.0       0.73783186          24900           33100
## 2586         5148.0       0.44475287          24700           27600
## 2587         4865.5       0.33512064          19100           21700
## 2588         4750.0       0.21333333          28400           31400
## 2589         5500.0       0.39390292          33400           51100
## 2590         3500.0       0.40029699          26200           34300
## 2591         4750.0       0.38986410          20500           23700
## 2592         7500.0       0.39494865          35700           44500
## 2593         6500.0       0.60416667          36800           46300
## 2594         4750.0       0.43514329          23400           26900
## 2595         4828.0       0.33755507          19600           25200
## 2596         7500.0       0.73205528          50100           59400
## 2597         4867.0       0.37672456          27700           27400
## 2598         3569.0       0.44066148          14200           14400
## 2599         3500.0       0.34606205          22200           26600
## 2600         6715.0       0.48345452          24900           31200
## 2601         1751.0       0.42193548          17000           20900
## 2602         9500.0       0.43133747          32400           47000
## 2603         4029.0       0.36962306          18400           22000
## 2604         5500.0       0.39390292          33400           51100
## 2605         9500.0       0.62295082          34100           44400
## 2606         4124.0       0.20569620          37500           49400
## 2607         7334.0       0.31819646          27900           32400
## 2608         4474.0       0.20782509          13400           14300
## 2609         7500.0       0.78145777          35400           50700
## 2610         6000.0       0.43572615          21800           26400
## 2611         5500.0       0.50458716          22300           27800
## 2612         6334.0       0.29703190          29300           38800
## 2613         9573.5       0.34920635          27200           33300
## 2614         6301.0       0.29810726          28500           31800
## 2615         3400.0       0.22580645          13900           16200
## 2616         9500.0       0.63600000          27500           37000
## 2617         9100.0       0.62187620          32000           43200
## 2618         5524.0       0.32946429          26100           29600
## 2619         3500.0       0.57142857          30300           36400
## 2620         3591.0       0.40939105          26900           44400
## 2621         4746.0       0.41489362          20000           22700
## 2622         9500.0       0.60139860          31900           36800
## 2623         5149.0       0.26202452          16900           24100
## 2624         5575.5       0.27397260          15700           23500
## 2625         9500.0       0.59519409          27100           34600
## 2626         5750.0       0.76464844          36700           50000
## 2627         6500.0       0.57403727          34800           43700
## 2628         5736.0       0.53900536          32500           37000
## 2629         5125.0       0.21773971          28000           37200
## 2630         2758.5       0.23950382          21500           28300
## 2631         5500.0       0.83055092          39200           46900
## 2632         6334.0       0.50403078          22200           29700
## 2633         4490.0       0.39173148          19500           24300
## 2634         7667.0       0.54792681          23000           27900
## 2635         5500.0       0.68829517          34900           42500
## 2636         8728.5       0.63582090          30400           37800
## 2637         6500.0       0.44954128          36300           46100
## 2638         3500.0       0.25684485          27600           29700
## 2639         5736.0       0.53900536          32500           37000
## 2640         7741.0       0.70928962          38200           47300
## 2641         8250.0       0.57481368          36800           48800
## 2642         4750.0       0.47051862          31300           28800
## 2643         5500.0       0.32618510          23200           28300
## 2644         3500.0       0.45711297          20900           24600
## 2645         8751.0       0.54275381          38900           48300
## 2646         6500.0       0.56399469          33000           43900
## 2647         3657.0       0.28316832          19500           29300
## 2648         8377.0       0.50164294          30200           38900
## 2649         4750.0       0.58585859          27400           29600
## 2650         6334.0       0.29703190          29300           38800
## 2651         3008.5       0.23487032          19700           21500
## 2652         8688.5       0.51641791          24300           28100
## 2653         8750.0       0.83255086          43400           54000
## 2654         5500.0       0.84115806          42500           55900
## 2655         5500.0       0.41809343          32200           37200
## 2656         4750.0       0.25239617          18800           23300
## 2657         5500.0       0.39390292          33400           51100
## 2658         3668.0       0.35871594          23900           26300
## 2659         5945.5       0.41768416          20100           25300
## 2660         6977.0       0.45571956          16700           19400
## 2661         9500.0       0.26456876          39200           46600
## 2662         4435.5       0.17424242          33900           36300
## 2663         9500.0       0.57202505          28800           37100
## 2664         2625.0       0.36524915          23100           31200
## 2665         4748.5       0.44351929          27000           33400
## 2666         6000.0       0.37674323          24500           33600
## 2667         4750.0       0.36525130          19700           24600
## 2668         4750.0       0.28525641          26500           29300
## 2669        10250.0       0.60576923          28600           35400
## 2670         5279.0       0.36942675          17800           16200
## 2671         4530.0       0.35564854          21000           24700
## 2672         8250.0       0.78075652          41800           50600
## 2673         8548.0       0.38718342          23200           27900
## 2674         4500.0       0.33333333          50300           54800
## 2675         8000.0       0.74612130          34400           44700
## 2676         4500.0       0.43258892          20900           26700
## 2677         7301.5       0.65142857          29900           37500
## 2678        10000.0       0.50654129          28800           35900
## 2679         4750.0       0.32670906          19900           23300
## 2680         4750.0       0.31030620          20200           24500
## 2681         7750.0       0.80025940          27000           32400
## 2682         5125.0       0.21773971          28000           37200
## 2683         2751.0       0.17891374          30800           29900
## 2684        19500.0       0.69762846          30600           40700
## 2685         4750.0       0.17205323          31600           39100
## 2686         5125.0       0.45833333          16800           18200
## 2687         5500.0       0.63903421          23400           32700
## 2688         4750.0       0.45902649          18600           21500
## 2689        11062.5       0.57142857          38200           40300
## 2690         5343.0       0.33959900          15700           15100
## 2691         4703.0       0.31321939          20800           25000
## 2692         3500.0       0.46073298          20400           20900
## 2693         3500.0       0.47786660          20200           25100
## 2694         4750.0       0.45902649          18600           21500
## 2695         3705.0       0.24453552          26600           28700
## 2696         6499.5       0.38151261          24800           28800
## 2697         7750.0       0.72127037          45100           56000
## 2698         4750.0       0.24629436          33900           41200
## 2699         7148.0       0.54719739          34100           42900
## 2700         4500.0       0.29931973          28100           33300
## 2701         3069.0       0.50620821          26700           36600
## 2702        10500.0       0.79710591          35000           46000
## 2703         5570.0       0.45978986          18700           22500
## 2704         4646.0       0.34051835          22500           23700
## 2705         8750.0       0.65148064          34800           40700
## 2706         4527.5       0.40524476          25000           29400
## 2707         5500.0       0.51023392          26300           28500
## 2708         3650.0       0.22222222          13600           15800
## 2709         4500.0       0.30561478          24100           27600
## 2710         3000.0       0.44949193          21400           26200
## 2711         4750.0       0.28674203          15900           20400
## 2712         9700.0       0.58222550          32800           46700
## 2713         5500.0       0.64221557          19300           19900
## 2714         3500.0       0.31675875          23900           27800
## 2715         7158.0       0.88825078          31400           47200
## 2716         8791.0       0.47328960          35300           39500
## 2717         3500.0       0.31565603          13700           17900
## 2718         8000.0       0.56338028          25200           40500
## 2719         3500.0       0.49673203          30200           31100
## 2720         5000.0       0.33258553          20800           26000
## 2721         5367.0       0.35546875          19600           22400
## 2722         5348.0       0.38381976          27700           37000
## 2723         6500.0       0.52554889          30400           39600
## 2724         6334.0       0.31637650          26100           29100
## 2725         5904.0       0.45144725          21600           23800
## 2726        10757.5       0.64884135          30900           35600
## 2727         4750.0       0.38520408          15600           16300
## 2728         9834.0       0.54945055          38200           39000
## 2729         5500.0       0.39250000          17200           13600
## 2730         3500.0       0.51290972          22100           32600
## 2731         3500.0       0.27332602          21700           28300
## 2732         7501.0       0.79733164          48700           61700
## 2733         4750.0       0.37126866          22600           25900
## 2734        10000.0       0.76963351          25800           36800
## 2735         6334.0       0.48332546          36500           49200
## 2736         7291.5       0.78120617          34900           46400
## 2737         3750.0       0.73033708          27200           33500
## 2738         5564.5       0.43234426          24100           29600
## 2739         5736.0       0.53900536          32500           37000
## 2740         7647.0       0.28719008          28600           30000
## 2741         4750.0       0.44710223          24900           31100
## 2742         4750.0       0.45902649          18600           21500
## 2743         2625.0       0.23742138          15400           19300
## 2744         5500.0       0.41283735          23500           25000
## 2745         3500.0       0.41930998          26800           33600
## 2746         5564.5       0.43234426          24100           29600
## 2747         4750.0       0.26470588          10400           14800
## 2748         7667.0       0.54792681          23000           27900
## 2749         5750.0       0.42375314          24000           30100
## 2750         7200.0       0.77607362          30900           35800
## 2751         5500.0       0.32971602          26800           33100
## 2752         7593.0       0.44278483          27400           34900
## 2753         5500.0       0.39250000          17200           13600
## 2754         3991.0       0.25189647          19600           23800
## 2755         4750.0       0.33904585          21800           23200
## 2756         8444.0       0.29325058          16000           20700
## 2757         8250.0       0.50152453          37500           47700
## 2758         4054.0       0.28419183          24200           27400
## 2759         4867.0       0.37672456          27700           27400
## 2760        14486.0       0.36224490          22000           27200
## 2761         6334.0       0.32755842          19900           34200
## 2762         6998.0       0.67351779          37000           46600
## 2763         3239.0       0.40830116          24500           20400
## 2764         5500.0       0.50340624          34600           40300
## 2765         4750.0       0.35825545          19900           21300
## 2766         6008.5       0.51562500          25600           30400
## 2767         6625.0       0.47334289          32800           38900
## 2768         3991.0       0.25189647          19600           23800
## 2769         2800.0       0.20846252          17500           21700
## 2770         3822.0       0.30696576          42700           52100
## 2771         4260.0       0.35444854          23300           25100
## 2772         4750.0       0.36989247          24800           26900
## 2773         6334.0       0.29703190          29300           38800
## 2774         4137.0       0.42379182          14600           17400
## 2775         5500.0       0.39390292          33400           51100
## 2776         5859.5       0.37101893          24900           28500
## 2777         4750.0       0.30914826          20200           25000
## 2778         2250.0       0.42747112          22900           24000
## 2779         6500.0       0.69981584          29000           35300
## 2780         6334.0       0.29703190          29300           38800
## 2781         5000.0       0.43482773          25500           31300
## 2782         5021.5       0.29345088          16400           21900
## 2783         5500.0       0.30247479          26200           34500
## 2784         4750.0       0.35796270          21900           22600
## 2785         6690.0       0.34650957          21400           28300
## 2786         3928.0       0.33884298          27800           31300
## 2787         5036.5       0.54896061          24400           29700
## 2788         4750.0       0.45902649          18600           21500
## 2789         6250.0       0.43298082          41900           46300
## 2790         9500.0       0.53292729          30500           39500
## 2791        10723.5       0.79694897          61400           79600
## 2792         9050.0       0.81036269          28100           41200
## 2793         8250.0       0.46896068          29000           36000
## 2794         4296.0       0.33414044          17400           20600
## 2795         5604.0       0.33410673          21900           23800
## 2796         8946.0       0.44306556          27100           29700
## 2797         7500.0       0.65263782          32900           45000
## 2798         6334.0       0.29703190          29300           38800
## 2799         8000.0       0.63654618          23400           34200
## 2800         3900.0       0.28643216          18000           16000
## 2801         4500.0       0.29166667          24300           34500
## 2802         4750.0       0.45856354          13800           16900
## 2803         4000.0       0.41231733          23800           29600
## 2804         2006.0       0.32670455          23900           32600
## 2805         7978.0       0.30055511          34800           40100
## 2806         8250.0       0.62686567          28500           39600
## 2807         6334.0       0.29703190          29300           38800
## 2808        11500.0       0.70658430          45000           58800
## 2809         6121.0       0.40342124          21300           24600
## 2810         9500.0       0.43133747          32400           47000
## 2811         5500.0       0.38941229          20700           26800
## 2812         2766.5       0.33054393          20100           27300
## 2813         9022.0       0.64030692          41000           54500
## 2814         3191.0       0.06333333          18700           21100
## 2815         6958.0       0.37415182          24500           30000
## 2816         2250.0       0.70275000          22400           28700
## 2817         6334.0       0.29703190          29300           38800
## 2818         8250.0       0.68129771          25000           28800
## 2819         8750.0       0.65632653          37400           47800
## 2820         4750.0       0.24629436          33900           41200
## 2821         3346.5       0.17424242          13800           15200
## 2822         4089.5       0.28212703          24900           30400
## 2823         4750.0       0.37485898          21600           19200
## 2824         6277.0       0.22556391           8300           16300
## 2825         6334.0       0.36873530          26400           32600
## 2826         4750.0       0.45902649          18600           21500
## 2827         3167.0       0.38864629          19200           18700
## 2828         6334.0       0.29703190          29300           38800
## 2829         3500.0       0.24248851          23600           27900
## 2830         9500.0       0.60495049          37000           49500
## 2831         3902.0       0.30693069          20600           23800
## 2832         4750.0       0.37373737          18500           18000
## 2833         5311.0       0.39388145          17100           20600
## 2834         6750.0       0.36145511          19500           24700
## 2835         7593.0       0.44278483          27400           34900
## 2836         2043.0       0.16889632          16400           19100
## 2837         5808.0       0.29803688          28400           32300
## 2838         6334.0       0.29703190          29300           38800
## 2839         3750.0       0.39470954          15300           17200
## 2840         5500.0       0.53615128          28000           31900
## 2841         4750.0       0.45902649          18600           21500
## 2842         9500.0       0.41966504          35900           38900
## 2843         5500.0       0.52941176          21500           27200
## 2844         9500.0       0.72427184          16600           21100
## 2845         5500.0       0.58021978          63700           75700
## 2846         5524.0       0.32946429          26100           29600
## 2847         8000.0       0.62467532          27200           34900
## 2848         6334.0       0.31851852          24000           25500
## 2849         8250.0       0.46896068          29000           36000
## 2850         5500.0       0.35540070          26400           35800
## 2851        14486.5       0.66916488          28800           35800
## 2852         7516.0       0.53643681          29200           34900
## 2853        13000.0       0.57567917          30400           38100
## 2854         9500.0       0.61388889          34300           42700
## 2855         6250.0       0.59410112          29600           36400
## 2856         2800.0       0.20846252          17500           21700
## 2857         4750.0       0.38181818          17700           21800
## 2858         2488.0       0.23130435          13900           15000
## 2859         9362.0       0.63729809          31200           37700
## 2860         5500.0       0.60956175          28100           35000
## 2861         6334.0       0.29703190          29300           38800
## 2862        12200.0       0.50836120          67200           79700
## 2863         6924.0       0.45772595          17100           21700
## 2864         9428.5       0.63656337          28400           35700
## 2865         5966.0       0.24210058          27000           31400
## 2866         3171.0       0.42595674          17700           19700
## 2867         7500.0       0.29745515          32300           36200
## 2868         6990.0       0.35325132          22300           24900
## 2869         3611.0       0.45205479          15900           21700
## 2870         9500.0       0.43133747          32400           47000
## 2871         4750.0       0.32748840          20800           23400
## 2872         4750.0       0.45902649          18600           21500
## 2873         4400.0       0.35196687          23300           31600
## 2874         9500.0       0.55384615          20200           29700
## 2875         4059.5       0.60692464          30700           43700
## 2876         5500.0       0.36546185          27300           31600
## 2877         4750.0       0.37485898          21600           19200
## 2878         8000.0       0.56263858          31700           36800
## 2879         4308.0       0.49721534          18400           23900
## 2880         7500.0       0.55169527          30100           33900
## 2881         6000.0       0.43572615          21800           26400
## 2882         6346.0       0.47878261          28500           40700
## 2883         7500.0       0.61657033          27600           36700
## 2884         9000.0       0.62074130          36700           48300
## 2885         5500.0       0.53141831          26000           32000
## 2886         8750.0       0.71390728          32100           37000
## 2887         4750.0       0.37630662          22600           20900
## 2888        10500.0       0.47033595          33300           43600
## 2889         4259.0       0.44370861          14500           18800
## 2890         7500.0       0.51464714          27500           33800
## 2891         9500.0       0.37833333          77500           75800
## 2892         6459.0       0.29247911          34500           39300
## 2893         4500.0       0.37800155          20500           23700
## 2894         9500.0       0.65023793          38800           44100
## 2895         7083.0       0.75525424          44100           54500
## 2896         4867.0       0.37672456          27700           27400
## 2897         6334.0       0.29703190          29300           38800
## 2898         4750.0       0.28421053          23400           22600
## 2899         4750.0       0.45902649          18600           21500
## 2900         3642.0       0.29380054          24900           35500
## 2901         6334.0       0.29703190          29300           38800
## 2902         3792.0       0.38342541          26100           28300
## 2903        10792.0       0.66387727          34400           41800
## 2904         6500.0       0.67433469          37100           49700
## 2905         9500.0       0.57777778          33300           39500
## 2906         4698.5       0.35170604          23800           27500
## 2907         5000.0       0.47263242          25400           31600
## 2908        12000.0       0.34864547          50000           49300
## 2909         3500.0       0.37065972          18300           21800
## 2910         6334.0       0.29703190          29300           38800
## 2911         4500.0       0.37080352          20700           29300
## 2912         9500.0       0.56709957          29600           35000
## 2913         8874.5       0.82962448          44000           57700
## 2914         8112.0       0.61666667          28400           36200
## 2915         5945.5       0.41768416          20100           25300
## 2916         3274.0       0.41427050          17200           20800
## 2917         4750.0       0.51175657          21400           23000
## 2918         3898.0       0.39842681          16900           26200
## 2919         5500.0       0.42720764          18000           19900
## 2920         3670.0       0.25228758          15500           16700
## 2921         4500.0       0.34288948          19300           24800
## 2922         2750.0       0.16701031          12300           13000
## 2923         4750.0       0.45608466          40600           38000
## 2924         4750.0       0.41972973          21100           26700
## 2925         5500.0       0.81721249          46100           53800
## 2926         5412.0       0.37766831          20400           35600
## 2927         6866.0       0.39217877          25600           27800
## 2928         3626.0       0.27865169          19300           22900
## 2929         4479.0       0.28733306          24800           31300
## 2930         8981.0       0.28160920          18900           29300
## 2931         3898.0       0.48982668          23400           31100
## 2932        11000.0       0.68178202          43300           51300
## 2933         7460.0       0.81568627          17800           24700
## 2934         4500.0       0.47335526          24100           32500
## 2935         4474.0       0.20782509          13400           14300
## 2936         6975.5       0.56978320          25400           32100
## 2937         4750.0       0.33333333          25500           35200
## 2938         9500.0       0.57022472          27500           33400
## 2939         5500.0       0.74758221          26900           31200
## 2940         6334.0       0.29703190          29300           38800
## 2941         4748.0       0.18611111          20100           35300
## 2942         5318.0       0.40630643          24400           32300
## 2943         7000.0       0.76463390          32100           43400
## 2944         6500.0       0.64921466          26900           34600
## 2945         3483.0       0.26873385          23600           20200
## 2946         6334.0       0.46650906          22900           32100
## 2947         3530.0       0.48923534          25100           26800
## 2948         4750.0       0.45902649          18600           21500
## 2949         5783.0       0.42756184          22200           26900
## 2950         4750.0       0.45902649          18600           21500
## 2951        11000.0       0.52479339          36200           36800
## 2952         4750.0       0.19057218          35500           42500
## 2953         6334.0       0.29703190          29300           38800
## 2954         4867.0       0.37672456          27700           27400
## 2955         5000.0       0.36665759          23300           29900
## 2956         6250.0       0.41670310          25900           31700
## 2957         3666.0       0.35014409          18400           20100
## 2958         3500.0       0.35107169          18800           23200
## 2959         9340.0       0.61076120          25200           33000
## 2960         5500.0       0.46583851          31000           33400
## 2961         3894.0       0.33516484          16700           33200
## 2962        11000.0       0.55549846          60900           65900
## 2963         5250.0       0.43000000          23200           28900
## 2964         4750.0       0.32815869          21600           28100
## 2965         4650.0       0.20332937          23600           36300
## 2966         4000.0       0.43840000          27100           32900
## 2967         1750.0       0.30150754          26200           34400
## 2968         4867.0       0.37672456          27700           27400
## 2969         3500.0       0.40476190          16800           16600
## 2970         5500.0       0.33642798          24300           32800
## 2971         4750.0       0.35830091          24000           28800
## 2972         5221.0       0.32275641          14700           18900
## 2973         6334.0       0.29703190          29300           38800
## 2974         5369.0       0.39470813          20500           22400
## 2975         8204.0       0.69279805          36700           42500
## 2976         4445.5       0.40823349          24900           31300
## 2977         3542.0       0.19327731          21800           24400
## 2978         5500.0       0.46387349          21500           28400
## 2979         6000.0       0.65599078          30200           36300
## 2980         5500.0       0.40301260          26000           33400
## 2981         5500.0       0.33138173          29300           33100
## 2982         3008.5       0.23487032          19700           21500
## 2983         5571.0       0.14877102          31100           43000
## 2984         9500.0       0.65862069          23700           32400
## 2985         3839.0       0.32866557          22800           26900
## 2986         6334.0       0.29703190          29300           38800
## 2987         6334.0       0.48332546          36500           49200
## 2988         5500.0       0.39390292          33400           51100
## 2989         3853.0       0.29375000          19500           18600
## 2990         3745.0       0.36971707          25000           28200
## 2991        14606.0       0.64328900          38600           50200
## 2992         8250.0       0.69775281          18700           25500
## 2993         3518.0       0.39389068          20900           24300
## 2994         8250.0       0.57079568          28900           36800
## 2995         4479.0       0.28733306          24800           31300
## 2996         7670.0       0.60444158          26500           32300
## 2997         9500.0       0.46800731          47500           47000
## 2998         6334.0       0.29703190          29300           38800
## 2999         7195.0       0.41643168          35300           43300
## 3000         8000.0       0.47312273          29500           34300
## 3001         4000.0       0.41349450          24100           31600
## 3002         4250.0       0.25270758          13900           15800
## 3003         4750.0       0.31395349          20200           26000
## 3004         4750.0       0.51429739          27200           34400
## 3005         3500.0       0.35955882          18600           19900
## 3006         6500.0       0.69148223          35700           45400
## 3007         8615.5       0.62367865          27900           37300
## 3008         6334.0       0.31637650          26100           29100
## 3009         5500.0       0.44270833          21800           24000
## 3010         2130.5       0.39156627          10800           13200
## 3011         9081.0       0.66650839          30900           42500
## 3012         4000.0       0.25507398          15500           19000
## 3013         5500.0       0.50250000          22900           27900
## 3014        13939.5       0.63762102          51100           54100
## 3015         7339.5       0.35789474          24700           26600
## 3016         9500.0       0.43133747          32400           47000
## 3017         3750.0       0.38248175          27600           35900
## 3018         5500.0       0.33671329          23800           27700
##      RPY_3YR_RT_SUPP  CDR3 Associate's-degree Bachelor's-degree
## 1         0.16666667 0.145                  0                 0
## 2         0.26340206 0.289                  1                 0
## 3         0.55835010 0.083                  0                 1
## 4         0.78959811 0.061                  0                 1
## 5         0.43465909 0.200                  1                 0
## 6         0.75528734 0.038                  0                 1
## 7         0.17607973 0.211                  0                 0
## 8         0.33306386 0.187                  1                 0
## 9         0.66222658 0.071                  1                 0
## 10        0.46484642 0.038                  1                 0
## 11        0.60593220 0.090                  0                 1
## 12        0.49317595 0.146                  0                 1
## 13        0.35000000 0.349                  0                 0
## 14        0.49180328 0.124                  0                 0
## 15        0.44055944 0.158                  0                 1
## 16        0.23622187 0.151                  0                 1
## 17        0.40130506 0.190                  1                 0
## 18        0.15555556 0.289                  1                 0
## 19        0.24892704 0.163                  1                 0
## 20        0.50000000 0.176                  0                 0
## 21        0.78537957 0.041                  0                 1
## 22        0.74238763 0.094                  1                 0
## 23        0.07602339 0.333                  0                 0
## 24        0.50000000 0.123                  1                 0
## 25        0.61997126 0.149                  1                 0
## 26        0.67319055 0.085                  0                 1
## 27        0.56005398 0.082                  0                 1
## 28        0.56396396 0.129                  0                 1
## 29        0.36248237 0.175                  1                 0
## 30        0.59253042 0.106                  0                 1
## 31        0.24954792 0.212                  0                 0
## 32        0.70076784 0.043                  0                 1
## 33        0.32146733 0.158                  0                 1
## 34        0.26380794 0.260                  0                 1
## 35        0.37878788 0.329                  1                 0
## 36        0.85575540 0.025                  0                 1
## 37        0.26380794 0.260                  0                 1
## 38        0.45438039 0.165                  1                 0
## 39        0.80571429 0.037                  0                 1
## 40        0.58407080 0.179                  1                 0
## 41        0.33148789 0.155                  0                 0
## 42        0.27378190 0.232                  0                 0
## 43        0.76949153 0.073                  1                 0
## 44        0.70616114 0.071                  0                 1
## 45        0.23601533 0.135                  1                 0
## 46        0.32146733 0.158                  0                 1
## 47        0.31153846 0.234                  0                 0
## 48        0.23943662 0.297                  0                 0
## 49        0.71403813 0.053                  0                 1
## 50        0.26156837 0.286                  1                 0
## 51        0.44955454 0.082                  0                 1
## 52        0.35745640 0.234                  0                 1
## 53        0.37101449 0.208                  1                 0
## 54        0.23622187 0.151                  0                 1
## 55        0.80185759 0.054                  0                 1
## 56        0.14371517 0.282                  1                 0
## 57        0.64473684 0.111                  0                 0
## 58        0.26156837 0.286                  1                 0
## 59        0.42095416 0.201                  0                 1
## 60        0.24252287 0.226                  0                 0
## 61        0.24260652 0.262                  1                 0
## 62        0.18037975 0.227                  0                 0
## 63        0.65197568 0.126                  1                 0
## 64        0.47230321 0.184                  1                 0
## 65        0.26380794 0.260                  0                 1
## 66        0.57337526 0.125                  0                 1
## 67        0.39017170 0.252                  1                 0
## 68        0.46187968 0.118                  0                 1
## 69        0.70712401 0.056                  0                 1
## 70        0.65828092 0.083                  0                 1
## 71        0.64970930 0.080                  0                 1
## 72        0.33069554 0.174                  0                 0
## 73        0.24663798 0.220                  0                 0
## 74        0.66849716 0.085                  0                 1
## 75        0.33422460 0.146                  0                 0
## 76        0.21739130 0.219                  0                 0
## 77        0.56286550 0.073                  0                 1
## 78        0.66666667 0.090                  0                 0
## 79        0.45497630 0.264                  1                 0
## 80        0.86050157 0.024                  0                 1
## 81        0.74315789 0.051                  0                 1
## 82        0.39848749 0.241                  0                 0
## 83        0.73757962 0.037                  0                 1
## 84        0.82745826 0.016                  0                 1
## 85        0.69994603 0.079                  0                 1
## 86        0.16196965 0.237                  1                 0
## 87        0.15902022 0.280                  0                 0
## 88        0.12964213 0.186                  0                 1
## 89        0.45801527 0.128                  0                 0
## 90        0.72295082 0.038                  0                 1
## 91        0.44951140 0.155                  0                 0
## 92        0.55143078 0.046                  0                 1
## 93        0.70000000 0.103                  1                 0
## 94        0.48979592 0.123                  0                 0
## 95        0.18362076 0.299                  1                 0
## 96        0.50794798 0.165                  0                 1
## 97        0.82199389 0.048                  0                 1
## 98        0.31604610 0.297                  0                 0
## 99        0.14117647 0.248                  0                 1
## 100       0.11077390 0.324                  0                 1
## 101       0.54601227 0.132                  0                 0
## 102       0.24118024 0.388                  1                 0
## 103       0.39910714 0.132                  0                 1
## 104       0.25706569 0.203                  0                 1
## 105       0.85615848 0.029                  0                 1
## 106       0.39663115 0.224                  1                 0
## 107       0.33607400 0.097                  0                 0
## 108       0.52631579 0.166                  0                 1
## 109       0.58260870 0.079                  0                 1
## 110       0.52415459 0.156                  1                 0
## 111       0.37216828 0.306                  0                 0
## 112       0.24260652 0.262                  0                 0
## 113       0.34105534 0.104                  0                 0
## 114       0.59251412 0.077                  0                 1
## 115       0.33306386 0.187                  1                 0
## 116       0.52071006 0.164                  0                 0
## 117       0.11966739 0.180                  0                 0
## 118       0.25070159 0.199                  0                 0
## 119       0.23000000 0.106                  0                 0
## 120       0.72596154 0.040                  0                 1
## 121       0.72223788 0.060                  0                 1
## 122       0.45465800 0.154                  0                 1
## 123       0.17233809 0.177                  0                 0
## 124       0.30288151 0.272                  0                 0
## 125       0.24137931 0.375                  0                 0
## 126       0.27544910 0.270                  0                 0
## 127       0.81978452 0.051                  0                 1
## 128       0.23214286 0.099                  0                 0
## 129       0.30243902 0.299                  0                 1
## 130       0.30639731 0.272                  0                 1
## 131       0.50604839 0.164                  1                 0
## 132       0.33607400 0.097                  0                 0
## 133       0.36979167 0.221                  0                 0
## 134       0.26156837 0.286                  1                 0
## 135       0.65734266 0.134                  0                 0
## 136       0.53822630 0.181                  0                 0
## 137       0.51712329 0.137                  1                 0
## 138       0.12828485 0.232                  0                 0
## 139       0.74935065 0.063                  0                 1
## 140       0.45945946 0.147                  1                 0
## 141       0.72189349 0.094                  0                 1
## 142       0.83143049 0.068                  0                 1
## 143       0.56212511 0.136                  0                 1
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## 1944      0.46636771 0.126                  1                 0
## 1945      0.75609756 0.059                  0                 1
## 1946      0.24851190 0.221                  0                 0
## 1947      0.47922438 0.185                  1                 0
## 1948      0.43514461 0.267                  0                 0
## 1949      0.51410658 0.160                  0                 0
## 1950      0.17333333 0.140                  0                 0
## 1951      0.30208333 0.043                  1                 0
## 1952      0.33121019 0.137                  0                 0
## 1953      0.13689320 0.107                  1                 0
## 1954      0.14371517 0.282                  0                 0
## 1955      0.33607400 0.097                  0                 0
## 1956      0.28245856 0.201                  1                 0
## 1957      0.41085271 0.100                  0                 0
## 1958      0.23622187 0.151                  0                 1
## 1959      0.53093525 0.188                  0                 0
## 1960      0.20509978 0.326                  1                 0
## 1961      0.59428571 0.133                  0                 1
## 1962      0.45454545 0.114                  1                 0
## 1963      0.46188341 0.170                  1                 0
## 1964      0.78725702 0.081                  0                 1
## 1965      0.43157662 0.202                  0                 0
## 1966      0.33607400 0.097                  0                 0
## 1967      0.28659656 0.256                  1                 0
## 1968      0.32582938 0.271                  0                 0
## 1969      0.51231527 0.170                  0                 1
## 1970      0.26156837 0.286                  1                 0
## 1971      0.40246723 0.127                  1                 0
## 1972      0.31541149 0.218                  0                 0
## 1973      0.43500000 0.175                  1                 0
## 1974      0.26156837 0.286                  1                 0
## 1975      0.53058104 0.200                  1                 0
## 1976      0.69921782 0.035                  0                 1
## 1977      0.18562232 0.344                  0                 0
## 1978      0.26156837 0.286                  1                 0
## 1979      0.47142857 0.080                  0                 0
## 1980      0.48919753 0.192                  1                 0
## 1981      0.49952517 0.109                  0                 1
## 1982      0.58928571 0.055                  0                 1
## 1983      0.83125000 0.050                  0                 1
## 1984      0.15609756 0.107                  0                 0
## 1985      0.58710434 0.108                  0                 1
## 1986      0.54266958 0.134                  0                 1
## 1987      0.21475626 0.199                  0                 1
## 1988      0.16995448 0.261                  0                 0
## 1989      0.42411765 0.128                  1                 0
## 1990      0.25943190 0.268                  0                 1
## 1991      0.47082658 0.145                  0                 1
## 1992      0.31927711 0.159                  0                 0
## 1993      0.19129809 0.182                  0                 0
## 1994      0.15107914 0.305                  0                 1
## 1995      0.84666667 0.070                  1                 0
## 1996      0.26156837 0.286                  1                 0
## 1997      0.56320542 0.156                  1                 0
## 1998      0.28808672 0.228                  1                 0
## 1999      0.20340012 0.193                  0                 0
## 2000      0.47107438 0.203                  1                 0
## 2001      0.81150283 0.053                  0                 1
## 2002      0.72698580 0.076                  0                 1
## 2003      0.24130274 0.212                  0                 0
## 2004      0.33704293 0.231                  0                 0
## 2005      0.16196965 0.237                  0                 0
## 2006      0.30804888 0.233                  0                 0
## 2007      0.33501259 0.205                  1                 0
## 2008      0.49413735 0.305                  1                 0
## 2009      0.69872702 0.115                  0                 1
## 2010      0.30856334 0.260                  1                 0
## 2011      0.51898734 0.129                  0                 0
## 2012      0.64265928 0.113                  0                 1
## 2013      0.50306748 0.115                  1                 0
## 2014      0.82419660 0.041                  0                 1
## 2015      0.43023256 0.179                  0                 0
## 2016      0.49295775 0.193                  1                 0
## 2017      0.51967800 0.075                  0                 1
## 2018      0.36272189 0.157                  1                 0
## 2019      0.33275630 0.261                  0                 0
## 2020      0.34903782 0.210                  1                 0
## 2021      0.91869060 0.032                  0                 1
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#git rid of the factor coloumns which have been converted to the dummy variable.
data_ready = data_combine_t[,-c(1:2)]
data_ready
##      NPT4_COMBINE DEP_STAT_PCT_IND PAR_ED_PCT_1STGEN  MD_FAMINC PCTPELL
## 1           12450      0.694300518        0.63414634  15234.757  0.4400
## 2           16419      0.667321429        0.46216814  17900.888  0.4899
## 3           11297      0.457781457        0.46576577  31661.414  0.5164
## 4           20518      0.027124774        0.22630561  66943.368  0.2746
## 5           17758      0.734883721        0.38860972  22040.181  0.7342
## 6           17991      0.153620942        0.19635043  72756.402  0.3150
## 7           16676      0.702020202        0.53821656  11174.431  0.6293
## 8           21221      0.733513514        0.61011956  15222.725  0.8224
## 9           20028      0.153213677        0.30386216  62975.762  0.4084
## 10          28494      0.450682261        0.41144414  33166.250  0.4879
## 11          17586      0.288288288        0.31670625  55294.474  0.3877
## 12           8568      0.234012147        0.41719745  30447.776  0.3907
## 13          26753      0.812500000        0.54958678  16987.298  0.6364
## 14          11751      0.549689441        0.56357388  22317.354  0.4627
## 15          18415      0.421453287        0.37613020  33122.888  0.5863
## 16          29684      0.912441774        0.52002590  17006.545  0.2655
## 17          25265      0.595358956        0.54694622  21383.660  0.7692
## 18          24041      0.865671642        0.64150943  11582.046  0.9009
## 19          10588      0.726235741        0.68691589  13565.264  0.8915
## 20           6938      0.518968770        0.48534896  15682.136  0.1786
## 21          20783      0.118674699        0.32989025  79571.242  0.2795
## 22          36826      0.268271711        0.28650392  49623.831  0.2704
## 23          12449      0.838095238        0.74390244   5677.215  0.7556
## 24           1668      0.509044863        0.48426353  22006.938  0.2474
## 25           7714      0.354258121        0.44285007  32743.032  0.2680
## 26          14041      0.204135610        0.29492560  49257.804  0.3062
## 27          18434      0.480451128        0.41722973  27325.930  0.4260
## 28          12276      0.780308104        0.46044776  30745.601  0.4440
## 29          25472      0.698585419        0.48885350  22790.880  0.7506
## 30           9353      0.364901997        0.37224975  34040.082  0.3758
## 31          12052      0.600558659        0.55762082  14951.078  0.7536
## 32          14290      0.161929783        0.38970887  38112.132  0.4972
## 33          18949      0.679560106        0.49612745  16074.637  0.6425
## 34          18463      0.917823663        0.53993176  16576.060  0.6872
## 35          18300      0.747619048        0.58823529  12284.219  0.7114
## 36          16146      0.071019771        0.14331637  78678.846  0.2005
## 37          18294      0.917823663        0.53993176  16576.060  0.7197
## 38           4412      0.475839476        0.47860568  18920.621  0.4801
## 39          25282      0.054924242        0.18326693  78194.673  0.2213
## 40           4298      0.481051345        0.48970588  21108.713  0.2174
## 41          20185      0.724003466        0.57212714  11836.394  0.9345
## 42          17391      0.734817814        0.56503728  15509.857  0.8357
## 43          18360      0.058333333        0.25144509  67434.923  0.3685
## 44          16409      0.180257511        0.39909297  53251.543  0.4000
## 45          25727      0.813112283        0.58482549  17682.048  0.8142
## 46          21024      0.679560106        0.49612745  16074.637  0.5313
## 47          17855      0.784159333        0.56616052  15125.785  0.8685
## 48          18688      0.646929825        0.57796976  13244.941  0.4197
## 49          13920      0.500841279        0.38391778  32345.599  0.3477
## 50          20469      0.765962788        0.52367531  17679.941  0.7745
## 51          10835      0.297306397        0.37527798  32982.011  0.3667
## 52          24447      0.782143490        0.51060516  22412.463  0.6317
## 53           8041      0.527791943        0.46487196   8660.316  0.8960
## 54          29524      0.912441774        0.52002590  17006.545  0.2556
## 55          32454      0.195382883        0.19687249  83426.962  0.1391
## 56          23009      0.788483530        0.53361892  13186.935  0.4138
## 57          27202      0.705645161        0.37214612  20856.165  0.4511
## 58          20821      0.765962788        0.52367531  17679.941  0.7073
## 59          10401      0.378299120        0.52517986  24013.884  0.6490
## 60          20340      0.701968504        0.55655458  13977.151  0.8814
## 61          19334      0.716709781        0.52623421  14933.859  0.8833
## 62          13395      0.635294118        0.50902527  17345.080  0.5938
## 63           8019      0.233789954        0.34910671  39191.930  0.3897
## 64           9068      0.484059273        0.50814664  20765.338  0.5110
## 65          18892      0.917823663        0.53993176  16576.060  0.5854
## 66          29585      0.351947098        0.35236542  37689.068  0.4272
## 67           5192      0.447140381        0.47193264  24068.491  0.4673
## 68          21816      0.871891327        0.53282223  24550.029  0.4676
## 69          17216      0.208299320        0.24562661  62246.244  0.2222
## 70          26352      0.488372093        0.37816245  40489.685  0.4080
## 71          13370      0.178067318        0.37424789  48635.380  0.4178
## 72          18020      0.852701444        0.52062952  18063.486  0.5867
## 73          12978      0.768010213        0.69916075   9906.248  0.5900
## 74          15184      0.104705274        0.32507150  65181.958  0.3195
## 75          15724      0.625133120        0.49358974  16862.274  0.6640
## 76           4398      0.704081633        0.42424242  14065.738  0.7453
## 77          22428      0.371299871        0.36223776  50001.318  0.3097
## 78          12230      0.450000000        0.39748954  27730.389  0.2593
## 79          11118      0.475836431        0.55932203  21315.187  0.8076
## 80          17608      0.068825911        0.14950635  82283.560  0.2692
## 81          18595      0.141463415        0.32283465  60005.269  0.4757
## 82           8171      0.663130548        0.54929201  17343.450  0.5179
## 83          15654      0.426484908        0.34081633  50092.639  0.3317
## 84          29227      0.012626263        0.10026385 106684.063  0.1938
## 85          17505      0.569473684        0.39820527  37434.420  0.5205
## 86          17282      0.788800203        0.55219415   8248.321  0.5639
## 87          18525      0.703146375        0.63030303   9942.135  0.5815
## 88          10789      0.313115997        0.45630175  15079.423  0.8335
## 89          17900      0.563636364        0.57608696  24456.481  0.3289
## 90          30654      0.214624038        0.23328149  75632.058  0.1445
## 91          12340      0.600907029        0.51072961  14985.644  0.7969
## 92           5317      0.341739130        0.44872350  22081.831  0.3594
## 93           4359      0.047477745        0.33227848  35439.963  0.3888
## 94          16479      0.544000000        0.43269231  17416.276  0.5185
## 95          14108      0.755919258        0.54374276  13711.934  0.9407
## 96           9245      0.324675325        0.47945205  38174.827  0.3138
## 97          28749      0.052822966        0.19671795  71954.694  0.2693
## 98          10652      0.674566229        0.52153846  17560.347  0.8017
## 99          13193      0.242245199        0.48451730  19488.081  0.8668
## 100         15970      0.146532439        0.41753927  21776.023  0.8675
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## 898         14346      0.749116608        0.62439024  14922.801  0.8213
## 899          6565      0.498021481        0.47541684  20948.878  0.5640
## 900          9137      0.500000000        0.54751131  24438.897  0.2876
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## 904         26874      0.368625464        0.42313006  24035.168  0.5874
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## 906         25981      0.675196850        0.61209068  17028.090  0.8412
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## 912         21609      0.611213802        0.51173226  13603.238  0.7220
## 913         14509      0.667146974        0.43203884  22796.155  0.4402
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## 915         42792      0.126353791        0.27777778  36635.809  0.4152
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## 917         23310      0.469465649        0.42465753  22969.696  0.7444
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## 937         18024      0.753150482        0.55486173  18135.840  0.6852
## 938         16139      0.871794872        0.61401952  10758.678  1.0000
## 939          5243      0.329299774        0.70845352  18151.493  0.2831
## 940         19837      0.716709781        0.52623421  14933.859  0.8669
## 941         21477      0.751076040        0.56328321  12830.149  0.7651
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## 947         17978      0.660547504        0.39182156  27780.389  0.6000
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## 971         11105      0.261883408        0.43558282  34996.681  0.3361
## 972          9259      0.279473369        0.39401077  44290.122  0.2540
## 973         12918      0.124112576        0.35259869  37451.129  0.4608
## 974          6654      0.670800187        0.49704807  18036.641  0.5353
## 975         17676      0.146191646        0.21926489  73936.166  0.2095
## 976         22907      0.189702323        0.31458616  63904.242  0.3432
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## 979         26702      0.384838944        0.38805970  23464.092  0.7021
## 980         15178      0.660493827        0.56300268  12801.066  0.6022
## 981         21591      0.611213802        0.51173226  13603.238  0.7945
## 982         17317      0.708439898        0.55670103   9596.723  0.7561
## 983         13290      0.322175732        0.28545941  66507.093  0.2884
## 984         23915      0.754032258        0.53152040  13380.413  0.6958
## 985         23426      0.765962788        0.52367531  17679.941  0.6361
## 986         21051      0.429737860        0.56491037  24727.050  0.6738
## 987          8897      0.455197133        0.37984496  30787.901  0.6140
## 988         20025      0.049652963        0.24230769  92461.697  0.1784
## 989         10285      0.773333333        0.65467626  12988.022  0.8283
## 990          4569      0.396451880        0.47925124  22101.050  0.4014
## 991         17658      0.917823663        0.53993176  16576.060  0.7258
## 992         21046      0.671309192        0.54482759  15543.453  0.3618
## 993         20880      0.765962788        0.52367531  17679.941  0.6934
## 994          9767      0.622222222        0.55194805  11972.263  0.9130
## 995         14562      0.174757282        0.38031915  32131.716  0.3514
## 996         18048      0.731423456        0.47691039  16946.607  0.6544
## 997          8377      0.416828479        0.45510057  30111.352  0.5977
## 998         14140      0.674418605        0.56343284  10240.200  0.8608
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## 1000        12385      0.422018349        0.37119675  32003.865  0.4970
## 1001        21757      0.724003466        0.57212714  11836.394  0.6436
## 1002        15084      0.256052141        0.37657274  36852.967  0.3809
## 1003        16339      0.420070012        0.46573604  50660.581  0.3881
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## 1005        19924      0.100000000        0.26464208  70521.363  0.2741
## 1006         7831      0.530722809        0.50723684  20955.877  0.4683
## 1007        10297      0.411326378        0.41195477  30430.699  0.5193
## 1008        16127      0.718446602        0.48076923  21024.965  0.6927
## 1009        17151      0.860753623        0.52182815  17763.014  0.6651
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## 1011        15130      0.509345794        0.40000000  24031.702  0.3464
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## 1019        16350      0.706611570        0.51924722  20464.299  0.5888
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## 1021        20955      0.649168936        0.53981959  15592.366  0.7498
## 1022        18639      0.344186785        0.56242638  28826.039  0.5222
## 1023        17554      0.171903882        0.37085427  38488.301  0.7619
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## 1025         7604      0.422464757        0.64187163  18848.718  0.4538
## 1026        15598      0.746062992        0.52192982  23911.374  0.5161
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## 1029        23936      0.762204253        0.58436945  12288.567  0.6975
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## 1031        19046      0.783847981        0.61956522   3431.883  0.9749
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## 1062         7160      0.401724138        0.51619433  23003.733  0.5093
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## 1409        19284      0.199888408        0.41902394  47947.747  0.3660
## 1410        27423      0.358778626        0.27777778  32956.405  0.4701
## 1411        18643      0.066929134        0.31340206  56263.661  0.4324
## 1412        25710      0.588126160        0.51822917  16536.682  0.6046
## 1413        16055      0.448051948        0.44767442  26573.326  0.1384
## 1414        10834      0.358893472        0.59563203  17949.970  0.5523
## 1415        13760      0.768010213        0.69916075   9906.248  0.8043
## 1416        14688      0.765926236        0.36589790  27964.668  0.4074
## 1417        20192      0.029933481        0.21470245  67760.863  0.2685
## 1418        41798      0.110866373        0.15355233  69244.994  0.1913
## 1419        14064      0.097960993        0.28870891  54858.253  0.4261
## 1420         7570      0.684362669        0.44058259  17379.479  0.5056
## 1421        11519      0.535881958        0.41303920  31357.013  0.2449
## 1422         6429      0.763440860        0.56744186   7204.110  0.9722
## 1423        28088      0.096064043        0.19646643  65581.949  0.1768
## 1424        13576      0.614779874        0.55753968  15293.637  0.5868
## 1425         9373      0.394658754        0.59636364  17717.874  0.4695
## 1426        15204      0.101471431        0.24802911  77056.156  0.6406
## 1427        27079      0.344370861        0.45805369  52322.740  0.3445
## 1428        17023      0.756215213        0.53839442  14400.844  0.6854
## 1429        26485      0.057256991        0.18410042  92677.659  0.2151
## 1430         8688      0.263907432        0.45339190  30556.471  0.5386
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## 1445        18180      0.636856369        0.59427099  16349.125  0.9498
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## 1447        17002      0.294696665        0.43339233  32748.710  0.3869
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## 1453        16718      0.636856369        0.59427099  16349.125  0.8474
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## 1459        22295      0.876160991        0.47258979  22784.202  0.8308
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## 1461        17165      0.636118598        0.54489164  18966.502  0.7449
## 1462        20103      0.917823663        0.53993176  16576.060  0.5702
## 1463        16572      0.670833333        0.56076854  13036.935  0.4165
## 1464        28708      0.864217375        0.47207365  54289.254  0.4426
## 1465         8025      0.755555556        0.59375000  13043.457  0.8696
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## 1467         7032      0.580711111        0.40313213  22095.268  0.3607
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## 1471         9241      0.668419735        0.53280680  15052.027  0.5540
## 1472         5362      0.327975673        0.47654042   8979.876  0.9902
## 1473        17464      0.096309631        0.33110048  52271.653  0.4615
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## 1475        22400      0.799735450        0.50703804  31019.941  0.5541
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## 1482        23427      0.653107345        0.50148368  16382.843  0.7465
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## 1486        13776      0.571098266        0.50143678  13043.502  0.6796
## 1487         6518      0.469639469        0.58306878  22529.043  0.4550
## 1488        21318      0.277280859        0.38476562  59004.788  0.4020
## 1489        20175      0.733513514        0.61011956  15222.725  0.8453
## 1490        18593      0.193031359        0.31876413  43141.416  0.4198
## 1491        22329      0.765962788        0.52367531  17679.941  0.7250
## 1492        12110      0.409763314        0.42788462  40664.707  0.4443
## 1493        17638      0.787939297        0.52230815  12818.457  0.8512
## 1494        21695      0.365253078        0.37834490  51042.307  0.3719
## 1495         4739      0.674148607        0.40974813  17608.290  0.5122
## 1496        11155      0.382352941        0.50549451  29198.860  0.4312
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## 1498        17041      0.646929825        0.57796976  13244.941  0.4291
## 1499        13400      0.145804677        0.61685824  16956.494  0.8712
## 1500        29169      0.310173697        0.38700565  48359.703  0.3531
## 1501        19958      0.852701444        0.52062952  18063.486  0.8760
## 1502        17138      0.173611111        0.30711610  40754.619  0.5020
## 1503       -19360      0.154867257        0.43825666  24813.980  0.8724
## 1504         7779      0.281493002        0.52020202  24583.884  0.5581
## 1505         3956      0.528017241        0.47784142  18025.128  0.5610
## 1506        13584      0.694214876        0.53048780  14411.933  0.5576
## 1507        11254      0.582781457        0.53877551  18843.747  0.4439
## 1508        30169      0.912441774        0.52002590  17006.545  0.3064
## 1509        19103      0.390131072        0.41338912  43698.841  0.2233
## 1510        15938      0.864217375        0.47207365  54289.254  0.5546
## 1511        20379      0.901823185        0.52231043  14604.324  0.7569
## 1512         9947      0.588776449        0.63140312  17390.189  0.5518
## 1513        17771      0.850000000        0.50731707  22034.203  0.5132
## 1514        24058      0.765962788        0.52367531  17679.941  0.6735
## 1515        22804      0.723372781        0.47022767  16303.289  0.3866
## 1516         6944      0.442271122        0.49887206  23999.960  0.3571
## 1517        25205      0.650485437        0.53030303  11232.590  0.7913
## 1518        19404      0.549520767        0.43364929  50041.008  0.5594
## 1519        13869      0.758426966        0.56375839  26026.169  0.9065
## 1520        21720      0.597938144        0.64367816  15311.931  0.4615
## 1521        16712      0.098246457        0.27052052  61612.682  0.3381
## 1522        11419      0.345643154        0.42883129  27148.510  0.4202
## 1523        22516      0.372029251        0.49768161  21371.033  0.7221
## 1524         5239      0.327975673        0.47654042   8979.876  0.9746
## 1525        15866      0.157953281        0.43285528  23181.280  0.7798
## 1526        19611      0.657320872        0.62827988  15491.279  0.5147
## 1527        23019      0.468834688        0.34026746  50028.188  0.3341
## 1528        15395      0.295147420        0.53203152  28353.758  0.5894
## 1529         6473      0.761904762        0.49206349  23173.875  0.7224
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## 1531        25106      0.459649123        0.29368030  39056.457  0.5883
## 1532         6246      0.496025626        0.43459128  21731.486  0.5370
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## 1534        21723      0.783068783        0.56626506  27769.066  0.7746
## 1535        36846      0.040446841        0.21647819 108099.256  0.1405
## 1536         8481      0.403871702        0.61784599  21785.834  0.5804
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## 1538        16459      0.888888889        0.66891892  11079.598  0.9381
## 1539        16015      0.662809567        0.50567939  20438.010  0.4079
## 1540        22849      0.795880150        0.63792010   9451.071  0.9782
## 1541        10993      0.594142259        0.43137255  17702.069  0.4981
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## 1543        12100      0.429198245        0.44678811  28031.436  0.3332
## 1544         7248      0.590978761        0.52035444  19661.940  0.4973
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## 1549        12055      0.187717842        0.40945455  40934.980  0.4314
## 1550        45752      0.066740823        0.23933649  78731.392  0.2278
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## 1552        13851      0.380864436        0.52154920  17369.769  0.5559
## 1553        17865      0.763157895        0.56859504  11671.409  0.6117
## 1554         6873      0.560648407        0.50144928  18541.274  0.5346
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## 1556        28923      0.850000000        0.50731707  22034.203  0.6453
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## 1559        24707      0.563218391        0.41793313  31353.209  0.5575
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## 1561         8041      0.550068089        0.50439913  20943.444  0.5629
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## 1569        20822      0.733513514        0.61011956  15222.725  0.9239
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## 1572        18594      0.799735450        0.50703804  31019.941  0.5365
## 1573         4248      0.530886303        0.54200230  15370.243  0.4149
## 1574        15419      0.581231080        0.60689655   8427.449  0.6463
## 1575        19592      0.639639640        0.38805970  36752.284  0.3058
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## 1578        20919      0.611213802        0.51173226  13603.238  0.6489
## 1579        30719      0.860273973        0.42721519  21170.617  0.7143
## 1580        14965      0.328689371        0.32022161  42529.220  0.3833
## 1581        11420      0.707818930        0.68888889   6640.589  0.9466
## 1582         9273      0.537957400        0.49567010  21074.965  0.3650
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## 1586        27155      0.087425150        0.24777637  88321.593  0.1968
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## 1588        19889      0.744199370        0.54408677  28392.344  0.5520
## 1589        19184      0.280295047        0.40171990  40699.933  0.5335
## 1590         4682      0.343007916        0.66864256  23512.012  0.4366
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## 1592        13857      0.632368703        0.43875000  22373.097  0.6984
## 1593        13551      0.597435897        0.46504559  33152.649  0.5019
## 1594        27479      0.679560106        0.49612745  16074.637  0.6042
## 1595        28295      0.033670034        0.20360360  71843.529  0.2296
## 1596        32480      0.825049702        0.40044248  30969.930  0.3308
## 1597        22484      0.765962788        0.52367531  17679.941  0.6884
## 1598         4263      0.293017456        0.38858093  31993.425  0.4112
## 1599        13385      0.902483901        0.62516915  16096.238  0.6984
## 1600        13832      0.253568430        0.36837294  39622.076  0.3981
## 1601         4809      0.473581213        0.49384886  27543.433  0.2114
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## 1603        12232      0.622047244        0.42105263  26068.422  0.6057
## 1604        10670      0.498002663        0.32683019  32753.207  0.3591
## 1605        26764      0.141182467        0.15478723  78129.046  0.1905
## 1606         6102      0.579869805        0.49970536  22903.295  0.4370
## 1607        18489      0.917823663        0.53993176  16576.060  0.5890
## 1608        22959      0.781125498        0.59385327  14444.787  0.7464
## 1609        14772      0.277061133        0.19425779  20470.618  0.6475
## 1610        29111      0.464135021        0.23873874  20053.228  0.4757
## 1611        19102      0.423963134        0.47540984  24224.960  0.3986
## 1612         9717      0.802419355        0.46601942  19854.240  0.6680
## 1613        23672      0.867187500        0.63513514  16611.495  0.7636
## 1614         8959      0.451967593        0.55474684  25745.741  0.5144
## 1615        14554      0.330312558        0.40000000  42198.843  0.3598
## 1616         4338      0.188675259        0.32078638  13506.499  0.8817
## 1617        10345      0.286835628        0.36551826  38267.025  0.3576
## 1618        15824      0.802816901        0.67375887  14009.759  0.9643
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## 1620         9186      0.301088091        0.43870853  32538.615  0.3975
## 1621        13392      0.499391727        0.38035597  37170.721  0.3641
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## 1623        19843      0.835380835        0.59914255  10998.895  0.5627
## 1624        21753      0.057268723        0.32442748  35934.723  0.4729
## 1625        31545      0.705128205        0.49700599  35390.393  0.5058
## 1626        25873      0.841509434        0.57746479  16956.494  0.4086
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## 1628        17353      0.553205128        0.61301989  16038.017  0.5980
## 1629        19388      0.917823663        0.53993176  16576.060  0.5259
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## 1632         9255      0.760273973        0.57344064  10345.173  0.7111
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## 1634        26295      0.716709781        0.52623421  14933.859  0.7802
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## 1650        15017      0.636856369        0.59427099  16349.125  0.9196
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## 1652        20125      0.321383046        0.46174863  37954.775  0.4195
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## 1666        13368      0.788856305        0.50579151  14258.595  0.9195
## 1667        13045      0.365168539        0.32730405  45306.315  0.2542
## 1668        18109      0.654450262        0.51351351  12638.023  0.5135
## 1669         5636      0.379591210        0.50189565  26388.726  0.3956
## 1670        12698      0.564786021        0.46864349  26979.303  0.2620
## 1671         4336      0.358659218        0.45600991  29379.112  0.3335
## 1672        18526      0.171911796        0.26423129  61170.224  0.2247
## 1673        18107      0.611785095        0.52572707  20915.837  0.4375
## 1674         9774      0.566674647        0.48587106  21739.095  0.4743
## 1675        19787      0.377833959        0.54826216  28260.823  0.6124
## 1676        18071      0.215930902        0.39527390  47122.801  0.4146
## 1677        13687      0.143145840        0.31000366  58414.719  0.3488
## 1678        27822      0.487043189        0.36136364  28322.779  0.4375
## 1679        23799      0.816281628        0.48427968  16303.816  0.5447
## 1680        18237      0.031195841        0.23684211  64285.178  0.3333
## 1681        11508      0.308187673        0.48202247  19845.283  0.7901
## 1682        26434      0.053179191        0.30656934  89638.850  0.2134
## 1683        16620      0.155988858        0.39257221  62950.874  0.3009
## 1684        27176      0.594594595        0.62500000  19805.946  0.6862
## 1685        14471      0.189702323        0.31458616  63904.242  0.3732
## 1686        24954      0.864361702        0.42057026  20876.596  0.2721
## 1687        15787      0.670833333        0.56076854  13036.935  0.3889
## 1688         5319      0.390874746        0.61385021  22092.814  0.2340
## 1689        22613      0.184269663        0.27382388  54969.665  0.3398
## 1690        25504      0.460992908        0.36286920  24295.612  0.3814
## 1691        10106      0.413384244        0.44249827  27688.475  0.4193
## 1692        23406      0.724235561        0.59047238  10927.544  0.7156
## 1693        18738      0.708703375        0.56541524  18102.075  0.9638
## 1694         4053      0.534323771        0.58311856  19177.241  0.3126
## 1695         4979      0.247476505        0.44633663  20161.392  0.5396
## 1696        16083      0.440707201        0.42911332  40691.576  0.3588
## 1697        15104      0.702883263        0.63875124  14129.174  0.5000
## 1698        18424      0.615423643        0.62996255  10833.678  0.7354
## 1699        17969      0.679560106        0.49612745  16074.637  0.7278
## 1700        25224      0.246894410        0.34494477  65398.167  0.3336
## 1701        24139      0.303125000        0.40144665  26752.778  0.5551
## 1702        18457      0.842834646        0.61897041  11730.782  0.8383
## 1703        19757      0.788483530        0.53361892  13186.935  0.8538
## 1704        21046      0.254298643        0.37845850  41973.923  0.5306
## 1705         4211      0.584000000        0.47772348  19854.315  0.3508
## 1706        24884      0.612849162        0.57558610  15354.724  0.8871
## 1707        27828      0.864217375        0.47207365  54289.254  0.2414
## 1708         6330      0.498102467        0.49106204  27284.558  0.4829
## 1709        17224      0.410542902        0.43214798  30059.798  0.5067
## 1710         5285      0.356388596        0.42515875  27561.173  0.4553
## 1711         8053      0.453642384        0.44568893  27660.452  0.6070
## 1712        25061      0.736735871        0.56714060  14513.020  0.9853
## 1713        21273      0.676031082        0.56455493  14834.758  0.5532
## 1714        19284      0.305105105        0.48777079  30656.189  0.5422
## 1715        15389      0.730337079        0.48565121  14600.333  0.5136
## 1716        23226      0.037500000        0.24414716  60644.475  0.2295
## 1717        23557      0.243697479        0.26976744  44817.235  0.4101
## 1718        13941      0.295918367        0.50279330  35266.512  0.5354
## 1719        26266      0.612849162        0.57558610  15354.724  0.7015
## 1720        17380      0.527741936        0.43945469  14864.649  0.7472
## 1721        23132      0.723372781        0.47022767  16303.289  0.2727
## 1722        12192      0.457850369        0.44467153  38227.111  0.4435
## 1723        18331      0.628067827        0.47551656  18386.926  0.5804
## 1724         8151      0.476875000        0.62976744  12995.917  0.3147
## 1725        28226      0.328571429        0.25468165  37041.243  0.5221
## 1726        16799      0.497978739        0.56984347  20923.213  0.5912
## 1727        17205      0.035993740        0.12439807  61370.551  0.1471
## 1728        12480      0.768010213        0.69916075   9906.248  0.5406
## 1729        18329      0.738213399        0.63591757  11761.937  0.5283
## 1730        23708      0.241085900        0.37305225  49678.179  0.3535
## 1731        24592      0.052346570        0.15037594  80438.833  0.2212
## 1732        40367      0.535648995        0.35924370  33453.749  0.0851
## 1733        10377      0.337401918        0.47940594  29211.574  0.2589
## 1734        16090      0.172915501        0.27777778  41081.454  0.3641
## 1735        16817      0.738213399        0.63591757  11761.937  0.7886
## 1736        14430      0.534246575        0.45384615  15893.929  0.6514
## 1737        19768      0.105405405        0.27403156  59080.881  0.3931
## 1738        14697      0.640074211        0.44827586  15431.496  0.4107
## 1739        14673      0.473924051        0.46310285  23214.998  0.3916
## 1740         7965      0.328082021        0.55784062  30413.840  0.5713
## 1741        15492      0.394557823        0.37623762  39555.079  0.5403
## 1742        16389      0.670833333        0.56076854  13036.935  0.4273
## 1743        22146      0.422586521        0.39761571  42538.703  0.4053
## 1744        19933      0.187633262        0.26269316  70339.380  0.3220
## 1745        22764      0.015360983        0.18606492  86937.704  0.2086
## 1746        11602      0.291262136        0.35908838  45001.013  0.4090
## 1747        31282      0.784690954        0.45255474  21417.396  0.8238
## 1748        13338      0.369325997        0.46034215  21441.631  0.6188
## 1749        25423      0.726653697        0.56690141  19043.422  0.5988
## 1750        13856      0.066666667        0.33050847  52847.739  0.4706
## 1751        22251      0.611213802        0.51173226  13603.238  0.8012
## 1752        20474      0.829162656        0.55086372  10627.887  0.8284
## 1753        57245      0.535648995        0.35924370  33453.749  0.1204
## 1754         4966      0.567669964        0.59068436  18032.579  0.3725
## 1755        10039      0.723451327        0.44078947  22441.267  0.1191
## 1756        23360      0.249147727        0.43532819  40484.172  0.3239
## 1757        21218      0.764925373        0.54358974  10960.575  0.9233
## 1758        18242      0.124909298        0.21630232  77540.329  0.2604
## 1759        11564      0.239748496        0.32352504  39584.174  0.4384
## 1760        12408      0.588235294        0.40031898  28358.649  0.4796
## 1761        14305      0.203904136        0.36704041  64489.965  0.2818
## 1762        12587      0.777202072        0.63541263  10011.397  0.8773
## 1763        18371      0.864522417        0.67601246      0.000  0.8864
## 1764        14006      0.154475382        0.26734553  65884.674  0.2866
## 1765        22703      0.765962788        0.52367531  17679.941  0.8140
## 1766        14018      0.401500938        0.46038544  29853.274  0.5620
## 1767        13680      0.409090909        0.30555556  35186.898  0.5088
## 1768        25621      0.045738046        0.31793179  76295.916  0.3390
## 1769         5146      0.510618216        0.50231481  19457.524  0.0918
## 1770        20235      0.298444130        0.27987169  46392.039  0.4361
## 1771        14831      0.613062840        0.56350741  19902.183  0.5816
## 1772        10389      0.514392991        0.39734789  28124.161  0.2147
## 1773        18819      0.845025720        0.55001389  14476.063  0.8436
## 1774         6552      0.312871581        0.42140651  22306.485  0.4040
## 1775         7798      0.533608491        0.52456647  18915.772  0.6437
## 1776        13050      0.619246862        0.56682028  24277.134  0.6000
## 1777         9712      0.354113656        0.40476190  41170.685  0.3896
## 1778        11962      0.587671233        0.63968254  13375.599  0.8664
## 1779        10056      0.540588760        0.48342246  22173.876  0.5072
## 1780         5554      0.327069767        0.47322482  20623.964  0.4555
## 1781        15452      0.700097134        0.39675742  24720.611  0.4383
## 1782        20116      0.881922578        0.58629639   6679.337  0.7985
## 1783        20426      0.611213802        0.51173226  13603.238  0.6538
## 1784         6079      0.299017825        0.52029826  19754.666  0.6612
## 1785        18135      0.806261075        0.50685976  14290.206  0.8614
## 1786        16697      0.298274445        0.35130112  39786.891  0.4689
## 1787         9247      0.260551491        0.43123426  41774.931  0.3327
## 1788        16643      0.788483530        0.53361892  13186.935  0.9027
## 1789        16275      0.455223881        0.41550388  20342.032  0.3860
## 1790        12684      0.226542250        0.37393745  42778.190  0.3680
## 1791        11256      0.444967628        0.48162476  36388.288  0.3333
## 1792        10610      0.687960688        0.56725146  12330.334  0.5225
## 1793        15160      0.676320273        0.62630480  12353.240  0.3643
## 1794        13830      0.525252525        0.39411765  25749.661  0.5785
## 1795        14926      0.319261214        0.43648208  21133.661  0.7980
## 1796        20789      0.359009629        0.42419825  61724.898  0.2556
## 1797        31573      0.767804154        0.54597701  11436.769  0.7664
## 1798        23640      0.796791444        0.42073171  36011.065  0.4317
## 1799        25983      0.042117930        0.15106117  89354.352  0.2461
## 1800        18783      0.917823663        0.53993176  16576.060  0.7803
## 1801         7359      0.305652759        0.50514635  25301.045  0.3461
## 1802        14535      0.666852368        0.60635697  12169.545  0.7443
## 1803        20204      0.241050119        0.49076517  41588.270  0.6591
## 1804         6034      0.495771670        0.53034777  10748.738  0.2695
## 1805        29789      0.602201258        0.55511022  15333.284  0.9251
## 1806        11532      0.493160868        0.46342336  23677.044  0.4221
## 1807        16402      0.055077453        0.21033868  96695.442  0.1784
## 1808         9516      0.417306708        0.50711181  25818.598  0.5622
## 1809        31948      0.159816117        0.34192961  46313.496  0.4571
## 1810        20450      0.071519796        0.30958904  69543.841  0.3180
## 1811        18675      0.611213802        0.51173226  13603.238  0.6063
## 1812        11146      0.663341646        0.50437318  14174.977  0.5120
## 1813        16616      0.104890271        0.27644766  52251.842  0.2813
## 1814        18790      0.407263294        0.36944444  43967.319  0.4586
## 1815        19931      0.804541809        0.50738857  23057.998  0.5962
## 1816        12983      0.871428571        0.45115332  27696.150  0.3592
## 1817        21635      0.765962788        0.52367531  17679.941  0.7394
## 1818        13731      0.349480969        0.40370370  32925.848  0.5954
## 1819        14472      0.600907029        0.51072961  14985.644  0.4789
## 1820         6989      0.312416555        0.55492692  19895.246  0.4958
## 1821        12538      0.252536640        0.50126904  30768.935  0.4313
## 1822        22044      0.765962788        0.52367531  17679.941  0.7696
## 1823        16822      0.766342142        0.55384615  11451.068  0.3526
## 1824        18970      0.558252427        0.41833811  16981.561  0.7153
## 1825        22946      0.080000000        0.32142857  72291.876  0.4047
## 1826        24609      0.104761905        0.32896652  58462.947  0.4149
## 1827        34150      0.293523470        0.28578252  66318.912  0.2172
## 1828        14636      0.489065606        0.42920354  33415.522  0.5404
## 1829        21857      0.795918367        0.50469684  10907.521  0.6684
## 1830        22220      0.611213802        0.51173226  13603.238  0.8467
## 1831         7378      0.427249167        0.46580645  23484.744  0.2804
## 1832        17502      0.709677419        0.29545455  11046.934  0.6633
## 1833        13555      0.134695291        0.27046398  66342.699  0.3336
## 1834         6253      0.478187447        0.56897759  21704.000  0.3623
## 1835         8493      0.391385768        0.50030175  32388.533  0.2210
## 1836        17754      0.342672414        0.30269058  40470.848  0.4952
## 1837        10380      0.574912892        0.66666667  22689.205  0.8913
## 1838        26809      0.747415683        0.49903238  14286.989  0.5906
## 1839        16569      0.131513940        0.26655009  52502.439  0.3831
## 1840        15443      0.172635445        0.53373615  35689.072  0.6973
## 1841        28094      0.804744525        0.47555556  14106.336  0.5125
## 1842         8929      0.176899696        0.43338008  21822.014  0.7486
## 1843         6824      0.664265706        0.48575465  22498.332  0.3147
## 1844        23387      0.765962788        0.52367531  17679.941  0.7139
## 1845        21543      0.013793103        0.14940828  94442.764  0.2143
## 1846        12927      0.554878049        0.57534247  20918.204  0.5540
## 1847        14042      0.497128271        0.35219441  26863.543  0.3827
## 1848         4429      0.837224437        0.46887639  20471.178  0.2751
## 1849        24624      0.778757515        0.52361809  15172.148  0.7784
## 1850        20433      0.697047497        0.43934911  17069.852  0.5618
## 1851        13303      0.574912892        0.66666667  22689.205  0.5068
## 1852         6317      0.252913753        0.46442953  36237.431  0.2337
## 1853         8599      0.734824281        0.65313653  16242.364  0.3412
## 1854        24410      0.765962788        0.52367531  17679.941  0.7633
## 1855        17867      0.284615385        0.49613153  28245.704  0.6659
## 1856         5824      0.592757446        0.50042025  19037.556  0.4736
## 1857         8151      0.769452450        0.69032258  21981.485  0.2535
## 1858        19505      0.634612397        0.50636381  15613.646  0.6571
## 1859         6337      0.575545852        0.47202442  19864.098  0.4254
## 1860         9647      0.658892128        0.57770270  24641.264  0.7120
## 1861        13521      0.134805613        0.33383010  65704.239  0.3271
## 1862         6605      0.532199547        0.54174068  18966.502  0.4477
## 1863        21716      0.901823185        0.52231043  14604.324  0.5936
## 1864        28344      0.050922979        0.16982364  96398.300  0.1782
## 1865        24629      0.030048077        0.34300126  66569.419  0.3284
## 1866        11473      0.654205608        0.50716332  14071.564  0.8074
## 1867        26556      0.742290749        0.59084195  15600.475  0.9675
## 1868        18264      0.732492114        0.47502117  16807.482  0.6045
## 1869        27247      0.183618844        0.37256061  66957.227  0.2941
## 1870        11456      0.276387378        0.40049444  29388.595  0.4358
## 1871         7395      0.566511628        0.48472615   6765.773  0.9406
## 1872        15453      0.642262895        0.50764526  17150.928  0.7048
## 1873         7120      0.606917638        0.46985678  21397.734  0.4148
## 1874        13021      0.203494347        0.39213504  39019.088  0.3338
## 1875         5501      0.529017857        0.57072267  23535.709  0.5245
## 1876        19099      0.255319149        0.26724138  63203.941  0.3013
## 1877        19320      0.730307076        0.58242344  16967.643  0.8052
## 1878         5883      0.265592443        0.57578023  17074.754  0.2876
## 1879         9966      0.338028169        0.50309917  17256.493  0.7792
## 1880        22773      0.617466175        0.64705882  10445.635  0.9610
## 1881        11335      0.676113360        0.56103896  12894.000  0.6405
## 1882        21165      0.819875776        0.53754941  11499.438  0.8741
## 1883        25346      0.421433744        0.32046980  25333.978  0.5349
## 1884        20400      0.767500000        0.66549296   6773.358  0.8000
## 1885        25612      0.813112283        0.58482549  17682.048  0.7681
## 1886        37809      0.325925926        0.24710425  35459.077  0.2776
## 1887        16900      0.671018277        0.56985294  18546.709  0.8537
## 1888        26020      0.782143490        0.51060516  22412.463  0.6003
## 1889        16893      0.772009029        0.55414013   4389.667  0.8522
## 1890        35258      0.214285714        0.24584718  57361.024  0.2897
## 1891        24435      0.845025720        0.55001389  14476.063  0.6507
## 1892        15113      0.126807347        0.20152956  75920.270  0.2320
## 1893        29448      0.747415683        0.49903238  14286.989  0.7109
## 1894        19032      0.918263650        0.54035201  17222.638  0.6773
## 1895        14590      0.674392312        0.58222915  15152.149  0.5516
## 1896         6797      0.523249599        0.51586157  13882.953  0.3035
## 1897        15955      0.787939297        0.52230815  12818.457  0.7804
## 1898        29337      0.101404741        0.13112523  83432.062  0.1377
## 1899        21272      0.611213802        0.51173226  13603.238  0.7387
## 1900         6912      0.220808254        0.50032251  23737.631  0.4419
## 1901         1971      0.397329484        0.59182644  17377.689  0.4588
## 1902        25856      0.334905660        0.27030457  61296.573  0.2054
## 1903        29863      0.842436975        0.61221122  25889.088  0.4850
## 1904        16833      0.338797814        0.50625000  39761.164  0.2434
## 1905         3936      0.392121431        0.57762287  17939.150  0.3613
## 1906        25293      0.146344052        0.33461270  51452.089  0.3911
## 1907        11896      0.686274510        0.43609023  14296.716  0.4400
## 1908         7356      0.398490922        0.49461772  19040.261  0.6924
## 1909        19015      0.440508628        0.39009901  46056.446  0.3569
## 1910         2714      0.534112149        0.55568054  20099.423  0.5649
## 1911        14473      0.212240869        0.29930888  55340.670  0.4121
## 1912        23218      0.765962788        0.52367531  17679.941  0.7599
## 1913        29340      0.047151277        0.20245399  72855.314  0.1644
## 1914         8627      0.568380213        0.51568803  27053.608  0.3690
## 1915         6646      0.544271713        0.56324483  24003.208  0.4577
## 1916        14847      0.633196721        0.53826531  11920.959  0.7143
## 1917        13287      0.755919258        0.54374276  13711.934  0.7898
## 1918        16558      0.311185309        0.39612290  42119.496  0.3564
## 1919        19907      0.689910979        0.59569892  12522.106  0.6762
## 1920        11978      0.750629723        0.57527734  21712.307  0.7629
## 1921        18476      0.673996978        0.47022963  17299.557  0.8213
## 1922        22302      0.190739461        0.29702251  73694.344  0.2624
## 1923         7000      0.394304491        0.48455428  21340.182  0.3765
## 1924        13895      0.576470588        0.48703170  15652.148  0.5928
## 1925        18129      0.196825397        0.28839590  67484.395  0.3173
## 1926        20387      0.836389961        0.59650708  14447.206  0.2241
## 1927        12844      0.755919258        0.54374276  13711.934  0.6989
## 1928        16502      0.192576759        0.34857383  55207.362  0.3394
## 1929        26023      0.595358956        0.54694622  21383.660  0.6595
## 1930         7511      0.672645740        0.63128492  13883.479  0.7400
## 1931        18411      0.676438654        0.48382560  17921.710  0.4990
## 1932        11066      0.300577099        0.45772080  40768.496  0.6138
## 1933        22771      0.271920089        0.27039627  70755.003  0.2235
## 1934        18029      0.745664740        0.56868764  14397.259  0.6204
## 1935         7328      0.465721040        0.52173913  22468.318  0.6514
## 1936        11683      0.600000000        0.47580645  16599.904  0.5889
## 1937        32218      0.090370370        0.14264036  82740.306  0.1296
## 1938        22651      0.611213802        0.51173226  13603.238  0.6622
## 1939        13494      0.589633422        0.36037505  23094.877  0.4084
## 1940        19467      0.468384075        0.37659033  42516.575  0.5070
## 1941        16615      0.227544910        0.29677419  54937.953  0.4431
## 1942         3059      0.370284834        0.54263566  25635.335  0.2478
## 1943        17075      0.075012237        0.18040575  87647.138  0.1629
## 1944         7314      0.375726555        0.51689232  15846.512  0.4820
## 1945        20551      0.050583658        0.10778443  70111.128  0.2903
## 1946        22526      0.761904762        0.58392435  18189.654  0.7884
## 1947         2900      0.351232609        0.68359669  20771.481  0.1224
## 1948        18148      0.621064232        0.52815575  16010.849  0.7778
## 1949        10144      0.490716864        0.41694202  18310.050  0.1257
## 1950        11529      0.831649832        0.61276596  14868.454  0.4940
## 1951        21909      0.850036576        0.46942291  20930.589  0.8350
## 1952         8225      0.735965849        0.54426942  18194.144  0.3382
## 1953        16105      0.842834646        0.61897041  11730.782  0.8817
## 1954        13501      0.788483530        0.53361892  13186.935  0.9111
## 1955        22693      0.611213802        0.51173226  13603.238  0.7316
## 1956        20128      0.754770992        0.50028918  17660.840  0.7068
## 1957        10672      0.731325301        0.62880000  23908.329  0.3829
## 1958        29524      0.912441774        0.52002590  17006.545  0.1874
## 1959         5455      0.610849057        0.51749221  17374.110  0.3697
## 1960         6876      0.515324195        0.59033739  12795.631  0.4484
## 1961        20484      0.114545455        0.39961390  60662.400  0.3819
## 1962        12245      0.574912892        0.66666667  22689.205  0.6882
## 1963         6537      0.482907299        0.52233677  24184.743  0.4339
## 1964        15648      0.131996658        0.34519573  62328.140  0.3273
## 1965        20053      0.532311725        0.53360587  24569.525  0.5810
## 1966        20859      0.611213802        0.51173226  13603.238  0.6647
## 1967        15524      0.636856369        0.59427099  16349.125  0.8290
## 1968        18668      0.746229261        0.54645814  14371.340  0.5163
## 1969        16534      0.215077605        0.35952381  43553.189  0.3485
## 1970        23890      0.765962788        0.52367531  17679.941  0.7564
## 1971         3988      0.552434219        0.48662132  18248.936  0.3592
## 1972        25325      0.738246730        0.57754658  15490.904  0.7315
## 1973         5535      0.843143493        0.55004170  17491.330  0.1475
## 1974        23436      0.765962788        0.52367531  17679.941  0.7201
## 1975         6885      0.431835491        0.43862661  28245.336  0.3004
## 1976        11725      0.090059172        0.20879527  62812.684  0.2488
## 1977        18221      0.675196850        0.61209068  17028.090  0.7908
## 1978        21514      0.765962788        0.52367531  17679.941  0.7539
## 1979        14343      0.509803922        0.44444444  24206.525  0.5385
## 1980         7823      0.343714927        0.47405966  20908.941  0.4430
## 1981        15252      0.394841270        0.50517837  32438.533  0.6199
## 1982        21642      0.355486862        0.32358003  32839.445  0.4055
## 1983        24103      0.107407407        0.22286822  63077.627  0.2635
## 1984        11382      0.783333333        0.49606299   5124.643  0.9252
## 1985        11182      0.205995954        0.32139138  38002.111  0.4642
## 1986        26311      0.151187905        0.35024155  54247.737  0.3540
## 1987        18033      0.138453218        0.37962401  25121.698  0.7260
## 1988        15066      0.652723311        0.64242424  14697.802  0.6113
## 1989        20677      0.660547504        0.39182156  27780.389  0.6077
## 1990        15111      0.673996978        0.47022963  17299.557  0.7484
## 1991         8660      0.287024301        0.37948430  32519.512  0.4858
## 1992         8460      0.722448980        0.63470320   9875.225  0.9511
## 1993        21725      0.896851879        0.59862226  13548.891  0.7641
## 1994        27411      0.531862745        0.53401361   9820.092  0.8052
## 1995        15426      0.484848485        0.35000000  41918.409  0.3834
## 1996        23834      0.765962788        0.52367531  17679.941  0.7844
## 1997         9245      0.471456693        0.52139640  24201.978  0.5419
## 1998        19941      0.926367405        0.53673835  18468.820  0.6912
## 1999        19882      0.750573395        0.65627498  11482.632  0.6607
## 2000        14655      0.136986301        0.34328358  34042.347  0.5604
## 2001        15082      0.086582345        0.24255550  73626.907  0.2232
## 2002        29761      0.134887974        0.31287129  77967.551  0.2639
## 2003        18197      0.553205128        0.61301989  16038.017  0.6716
## 2004        13689      0.507020281        0.49690722  16344.538  0.5927
## 2005        17928      0.788800203        0.55219415   8248.321  0.5512
## 2006        18953      0.764857881        0.55329949  15024.975  0.6983
## 2007         4795      0.643392124        0.52301973  17519.536  0.2494
## 2008         6417      0.432842481        0.46031746  25299.958  0.3972
## 2009        12456      0.113612004        0.37342497  56139.792  0.4334
## 2010        10756      0.490422078        0.48151002  22568.252  0.4711
## 2011        19017      0.811188811        0.50467290  28105.388  0.5407
## 2012        42971      0.131979695        0.18997361  55687.757  0.3468
## 2013         8931      0.400138834        0.42199678  24985.533  0.2793
## 2014        24779      0.019578313        0.24276527  87172.055  0.2478
## 2015         4512      0.448584203        0.56345178  24686.916  0.3394
## 2016         6851      0.473178543        0.54794521  27168.460  0.3017
## 2017        27158      0.387570621        0.40042463  37064.069  0.4450
## 2018         5210      0.488810365        0.48418833  21197.791  0.4712
## 2019         4048      0.615130635        0.53273004  16852.468  0.4401
## 2020        19904      0.697989031        0.59006500  13391.282  0.8499
## 2021        34530      0.035587189        0.16481892 106976.997  0.1564
## 2022        15178      0.335372069        0.30777706  37250.024  0.3983
## 2023         6922      0.567410281        0.60250136  18774.306  0.6116
## 2024        10943      0.103334434        0.37187170  53179.964  0.3511
## 2025        15407      0.209726444        0.36560935  43838.610  0.4568
## 2026        20432      0.463130660        0.36927622  38293.959  0.5070
## 2027        17351      0.098412698        0.23688663  79633.998  0.2498
## 2028        27919      0.657807309        0.62780269  13333.451  0.5975
## 2029        28207      0.080539233        0.31509507  48827.679  0.3324
## 2030        12152      0.270604060        0.42334402  37791.919  0.4084
## 2031        15008      0.122635627        0.24389189  71430.078  0.2423
## 2032        35215      0.516898608        0.42691415  22960.004  0.7195
## 2033        19561      0.102209945        0.31778426  54587.738  0.4233
## 2034        13800      0.450342466        0.54764513  16436.581  0.5186
## 2035        24936      0.367384454        0.41679027  45775.053  0.4620
## 2036        18671      0.829639012        0.59146878   8376.345  0.6933
## 2037         8127      0.542444311        0.58615500  20250.205  0.2341
## 2038         9314      0.798245614        0.70744681  19619.793  0.5935
## 2039        12207      0.706004141        0.63779528  14498.837  0.4926
## 2040        23262      0.537545485        0.60121552  19601.880  0.7600
## 2041         2863      0.261074458        0.47685684  26104.305  0.4358
## 2042        16354      0.320017369        0.42381695  21163.332  0.7447
## 2043        23853      0.816281628        0.48427968  16303.816  0.6358
## 2044        13711      0.266949153        0.27599687  54894.516  0.1597
## 2045        20905      0.080309627        0.25427996  81096.548  0.2799
## 2046        19451      0.300577099        0.45772080  40768.496  0.3728
## 2047        12887      0.405714286        0.46666667  21427.933  0.4082
## 2048        10057      0.554770318        0.57563025  22203.224  0.6341
## 2049        13795      0.055577650        0.23583143  75489.999  0.2011
## 2050         8450      0.427590716        0.50281074      0.000  0.9670
## 2051        15863      0.174454829        0.26461354  52752.944  0.2644
## 2052        23406      0.765962788        0.52367531  17679.941  0.6303
## 2053        14238      0.768010213        0.69916075   9906.248  0.7831
## 2054        22545      0.146344052        0.33461270  51452.089  0.5741
## 2055        12849      0.297542044        0.59740260  30459.732  0.4689
## 2056        17490      0.541919806        0.35799632  35892.332  0.4269
## 2057        25409      0.824726135        0.69832402  10535.852  0.9174
## 2058        19862      0.918263650        0.54035201  17222.638  0.6942
## 2059        16080      0.527741936        0.43945469  14864.649  0.7668
## 2060        22736      0.433600000        0.45281307  56582.286  0.3332
## 2061        17947      0.344186785        0.56242638  28826.039  0.5501
## 2062        11158      0.619246862        0.56682028  24277.134  0.5111
## 2063        17350      0.788483530        0.53361892  13186.935  0.9038
## 2064         7149      0.286953505        0.53882726  18795.277  0.6232
## 2065        25509      0.698585419        0.48885350  22790.880  0.6782
## 2066        16521      0.636856369        0.59427099  16349.125  0.8732
## 2067        14765      0.752331606        0.53196931  14805.410  0.8421
## 2068        18648      0.129429892        0.35775128  52082.523  0.4125
## 2069         7269      0.617992944        0.53541473  18046.444  0.4274
## 2070        12001      0.286026350        0.36956840  51704.792  0.4160
## 2071        13703      0.099545368        0.21621088  76590.423  0.2429
## 2072        19730      0.621064232        0.52815575  16010.849  0.7503
## 2073        20035      0.678556786        0.55154505  16520.350  0.4309
## 2074        20471      0.662809567        0.50567939  20438.010  0.4133
## 2075        17899      0.917823663        0.53993176  16576.060  0.7592
## 2076        16782      0.607101947        0.47119078  36553.201  0.5017
## 2077        20663      0.279050737        0.37533512  46567.595  0.3378
## 2078        19274      0.716709781        0.52623421  14933.859  0.8580
## 2079        13957      0.635220126        0.67055394  13613.734  0.8129
## 2080        19342      0.688811189        0.57093765  15322.287  0.6572
## 2081         7647      0.564663024        0.41896024  28018.412  0.3424
## 2082        36133      0.110381077        0.17125172  98886.793  0.1627
## 2083         9953      0.279874214        0.38747731   5513.060  0.9480
## 2084         6806      0.621951219        0.55170657  14705.319  0.4570
## 2085        15183      0.647435897        0.50000000  15791.338  0.8078
## 2086        10108      0.639449324        0.53152090  18928.569  0.7130
## 2087        18296      0.243967828        0.38123167  31307.557  0.6312
## 2088        40862      0.299852289        0.22152886  28954.473  0.3927
## 2089        22054      0.611213802        0.51173226  13603.238  0.8108
## 2090        12749      0.263041881        0.40338983  26086.913  0.6205
## 2091        17726      0.737654321        0.50000000  23368.133  0.3508
## 2092        18407      0.756215213        0.53839442  14400.844  0.4134
## 2093        27185      0.807254223        0.51565378  16923.388  0.7399
## 2094        21872      0.764857881        0.55329949  15024.975  0.6843
## 2095         6888      0.644290405        0.43204516  17942.311  0.1989
## 2096        13487      0.750573395        0.65627498  11482.632  0.4170
## 2097        29445      0.912441774        0.52002590  17006.545  0.3606
## 2098        18823      0.917823663        0.53993176  16576.060  0.7934
## 2099         4778      0.421707742        0.41868577  24689.117  0.6654
## 2100        21545      0.784729879        0.66888593      0.000  0.9937
## 2101        21676      0.034285714        0.26204819  84586.817  0.2245
## 2102        26800      0.708029197        0.48305085  19429.316  0.4540
## 2103        22248      0.765962788        0.52367531  17679.941  0.7117
## 2104        29525      0.196497223        0.26448942  59320.896  0.3039
## 2105        15945      0.807816277        0.54987080  11017.917  0.4692
## 2106        15192      0.660493827        0.56300268  12801.066  0.5570
## 2107        13456      0.705240175        0.61647727  13740.195  0.7581
## 2108        20480      0.695409429        0.57717042  15007.877  0.8365
## 2109        28197      0.679629630        0.42980562  22774.419  0.7642
## 2110        21907      0.795880150        0.63792010   9451.071  0.9139
## 2111        23700      0.765962788        0.52367531  17679.941  0.6621
## 2112        18503      0.840981857        0.54587156  10633.885  0.9449
## 2113         5782      0.475055845        0.45777027  26928.218  0.2958
## 2114        25590      0.135188867        0.26412429  80691.171  0.2949
## 2115        15502      0.545454546        0.54861111  23183.657  0.3707
## 2116        24360      0.375266524        0.56834532  13684.989  0.9132
## 2117        11570      0.170774648        0.30196078  49401.549  0.3764
## 2118        21807      0.689688716        0.54359926  12080.415  0.6803
## 2119        18577      0.831710709        0.57771536  10981.504  0.8491
## 2120        16214      0.784159333        0.56616052  15125.785  0.7909
## 2121        20068      0.901823185        0.52231043  14604.324  0.8205
## 2122         6807      0.281844844        0.51304049  16476.060  0.6785
## 2123         7594      0.459579885        0.43401553  27282.564  0.3278
## 2124        23121      0.852701444        0.52062952  18063.486  0.6788
## 2125        23117      0.089251440        0.14662757  86651.826  0.2938
## 2126         2726      0.399272799        0.61254816  17223.261  0.4535
## 2127         6004      0.709677419        0.50000000  14505.501  0.6864
## 2128         9992      0.371592539        0.41963323  29889.081  0.4170
## 2129          564      0.469414894        0.43969466  23768.439  0.4062
## 2130        19052      0.707773040        0.53370562  14186.944  0.6467
## 2131        26219      0.113029827        0.30369128  56971.157  0.3850
## 2132        18736      0.917823663        0.53993176  16576.060  0.6510
## 2133         6812      0.616892911        0.46459972  17745.079  0.4137
## 2134        19515      0.803697717        0.56079607  13276.551  0.9252
## 2135        23674      0.069580588        0.19655857  88392.329  0.2235
## 2136         7840      0.309158353        0.55103681  28556.325  0.5749
## 2137        21264      0.690983607        0.59709153  10484.261  0.9345
## 2138         7075      0.398203593        0.53968254  26868.977  0.1341
## 2139        18032      0.701968504        0.55655458  13977.151  0.8966
## 2140        24818      0.554755043        0.47800587  21103.543  0.6375
## 2141        19794      0.804541809        0.50738857  23057.998  0.5853
## 2142        20086      0.440758294        0.54252199  29736.143  0.6466
## 2143        21083      0.611213802        0.51173226  13603.238  0.7485
## 2144        18310      0.739495798        0.55054152  17317.710  0.7049
## 2145        22779      0.397894737        0.48526077  28029.329  0.4167
## 2146         3800      0.567718738        0.55318139  21154.313  0.4164
## 2147        19714      0.917823663        0.53993176  16576.060  0.5803
## 2148        27224      0.415349887        0.36351876  26145.006  0.4324
## 2149         5708      0.427603649        0.52241516  22511.919  0.5307
## 2150        11039      0.574561403        0.59057072  19659.833  0.9109
## 2151        16946      0.102333932        0.37115385  44814.683  0.4947
## 2152        23033      0.740354767        0.60178777  12627.314  0.9204
## 2153        13878      0.671989721        0.60022173  14143.055  0.6026
## 2154        12068      0.088414634        0.17665615  58663.207  0.3005
## 2155        22721      0.844504021        0.61060329   7879.528  0.8970
## 2156        21453      0.770707430        0.55422315  13043.457  0.7022
## 2157        21369      0.419515670        0.32401813  57293.061  0.2536
## 2158        11139      0.444059352        0.40494840  27937.657  0.3756
## 2159        16945      0.440707201        0.42911332  40691.576  0.3103
## 2160        17312      0.612968592        0.48627451  41019.497  0.4341
## 2161         5178      0.575290310        0.42030257  23386.291  0.2298
## 2162        13367      0.188990417        0.39634291  47508.980  0.4069
## 2163        12762      0.220450281        0.48960499  39670.422  0.5632
## 2164        20805      0.901823185        0.52231043  14604.324  0.8720
## 2165        17891      0.753363229        0.60526316  18969.509  0.9003
## 2166        14830      0.616842105        0.53061224  13432.498  0.6991
## 2167        18712      0.379146919        0.43478261  29477.125  0.4851
## 2168        21937      0.472061657        0.37424547  65750.540  0.2670
## 2169         6155      0.556957462        0.54465075  16465.031  0.4435
## 2170        21289      0.769218372        0.56113724  14036.265  0.8938
## 2171        23632      0.795880150        0.63792010   9451.071  0.7895
## 2172        11711      0.715639810        0.53846154   7370.593  0.7840
## 2173        19231      0.734817814        0.56503728  15509.857  0.7708
## 2174        15789      0.282351428        0.37163988  37415.640  0.4420
## 2175         1879      0.441480675        0.57361242  12798.174  0.2348
## 2176         8884      0.684943280        0.43713279  27111.561  0.4234
## 2177         8440      0.793002916        0.55000000  10484.261  0.7981
## 2178        23337      0.218492717        0.31883073  56885.808  0.3117
## 2179         5502      0.539915966        0.45016964  15346.327  0.5991
## 2180        14363      0.850299401        0.56250000  18453.230  0.5746
## 2181        16711      0.674392312        0.58222915  15152.149  0.7071
## 2182        22330      0.161421911        0.27634804  73385.611  0.3358
## 2183        18783      0.451515151        0.48825503  25834.483  0.6194
## 2184        29603      0.833544815        0.54860415  19706.196  0.4474
## 2185         8393      0.237668161        0.46791708  32892.130  0.4657
## 2186        20858      0.276822277        0.37837838  57034.379  0.6568
## 2187        19476      0.649904519        0.46677342  14903.456  0.5716
## 2188        16629      0.788800203        0.55219415   8248.321  0.4355
## 2189        17305      0.782493369        0.55183946  13465.739  0.6451
## 2190        25463      0.678556786        0.55154505  16520.350  0.5000
## 2191        11901      0.275827075        0.40013926  33124.344  0.3863
## 2192         9774      0.352535931        0.42979064  33042.337  0.3378
## 2193        22506      0.150188679        0.35542169  41769.506  0.4460
## 2194        21253      0.155056180        0.33616505  57730.478  0.3518
## 2195        18944      0.636856369        0.59427099  16349.125  0.8475
## 2196        16097      0.882096070        0.51977401  17600.914  0.8525
## 2197        18041      0.917823663        0.53993176  16576.060  0.7361
## 2198        10326      0.711956522        0.52500000  28416.257  0.7054
## 2199        20745      0.838751626        0.58318739   9806.735  0.9309
## 2200        22575      0.611213802        0.51173226  13603.238  0.7874
## 2201        19693      0.385110294        0.30700000  51433.992  0.3549
## 2202        10715      0.432892249        0.48654244  35473.854  0.4470
## 2203        18620      0.917823663        0.53993176  16576.060  0.7780
## 2204        19986      0.611213802        0.51173226  13603.238  0.6895
## 2205        10381      0.739864865        0.64736842  16460.816  0.7572
## 2206        17052      0.054514480        0.29891304  63843.373  0.3244
## 2207        22977      0.029950083        0.14260250  68522.001  0.1906
## 2208        28435      0.499070056        0.57452123  20020.197  0.5476
## 2209        22551      0.718715393        0.44846797  15879.322  0.7383
## 2210         8360      0.402234637        0.51668585  28209.511  0.3669
## 2211        23234      0.795880150        0.63792010   9451.071  0.9542
## 2212        11194      0.616197183        0.60432331  11720.633  0.5456
## 2213        19614      0.727774550        0.58003234  11956.502  0.7309
## 2214        16172      0.103539823        0.30009149  50517.851  0.3986
## 2215         7420      0.621867882        0.56845238  16993.986  0.5624
## 2216        15505      0.172635445        0.53373615  35689.072  0.6667
## 2217        18207      0.917823663        0.53993176  16576.060  0.6740
## 2218         4310      0.180918092        0.18277311  15179.323  0.8956
## 2219        14489      0.882653061        0.62658228   5268.470  0.5079
## 2220        11837      0.332474227        0.34613197  32926.273  0.4726
## 2221        31106      0.036702428        0.21194379 101705.267  0.2013
## 2222        11879      0.509843856        0.51044084  22753.223  0.7362
## 2223         8238      0.492186029        0.53886926  21643.940  0.5570
## 2224        17542      0.678892485        0.55954518  12860.848  0.6297
## 2225        15196      0.198752228        0.50731707  25722.367  0.5010
## 2226        15718      0.594410361        0.58427318  12270.273  0.8011
## 2227        17921      0.109930527        0.43414170  24233.656  0.7885
## 2228         7684      0.479200652        0.52358927  24728.631  0.3819
## 2229        14825      0.768010213        0.69916075   9906.248  0.6790
## 2230         9798      0.184887460        0.32962963  20592.915  0.8825
## 2231        18120      0.028436019        0.19852941  66924.890  0.2571
## 2232        23131      0.788114754        0.48117083  26319.352  0.5085
## 2233        12586      0.471345029        0.55782313  18549.969  0.7199
## 2234        16160      0.172036824        0.41887724  53599.723  0.4604
## 2235        29084      0.040706605        0.19789132  89593.014  0.1532
## 2236        21467      0.020629750        0.17700113  65306.675  0.2012
## 2237        16001      0.754249636        0.45791805  35290.338  0.4444
## 2238        16303      0.393897365        0.41284404  33077.580  0.6363
## 2239        17706      0.592592593        0.62762763  16556.138  0.7994
## 2240         6769      0.537755102        0.45046774  22504.808  0.3094
## 2241         9325      0.587671233        0.63968254  13375.599  0.9569
## 2242        19714      0.103280680        0.25677419  64715.111  0.3758
## 2243        10236      0.081215745        0.17768666  80413.754  0.1800
## 2244        10418      0.446447508        0.48798989  24787.111  0.5576
## 2245        24155      0.145806452        0.22404372  62301.175  0.1814
## 2246        11940      0.649122807        0.35741445  33959.727  0.4392
## 2247        18686      0.121818182        0.27619048  64365.914  0.3818
## 2248        18727      0.917823663        0.53993176  16576.060  0.7012
## 2249        15133      0.654450262        0.51351351  12638.023  0.6739
## 2250         7427      0.347329800        0.45522388  26871.867  0.5295
## 2251        19756      0.803697717        0.56079607  13276.551  0.8224
## 2252        26087      0.080459770        0.42138365  60101.157  0.4556
## 2253        18966      0.917823663        0.53993176  16576.060  0.5727
## 2254         5653      0.752420064        0.52379298  18914.871  0.6120
## 2255        16471      0.767575323        0.57711864  14935.800  0.7350
## 2256        24991      0.743589744        0.60975610   5434.774  1.0000
## 2257        13897      0.649402390        0.56190476  13174.870  0.6212
## 2258        18703      0.666852368        0.60635697  12169.545  0.5511
## 2259         9381      0.613061798        0.53865760  19505.467  0.4143
## 2260        22947      0.765962788        0.52367531  17679.941  0.7224
## 2261        11481      0.218021873        0.32186235  47815.422  0.3697
## 2262         5913      0.450406504        0.48061148  25288.669  0.2897
## 2263        24145      0.672390110        0.56410256  15943.452  0.8250
## 2264        13420      0.638132296        0.57675439  20461.864  0.6658
## 2265        16651      0.702883263        0.63875124  14129.174  0.6914
## 2266         7038      0.664265706        0.48575465  22498.332  0.3464
## 2267        16569      0.137019231        0.33587786  55409.055  0.4463
## 2268        19809      0.917823663        0.53993176  16576.060  0.4691
## 2269        12860      0.024311183        0.16782007  42303.191  0.1228
## 2270        11110      0.401500938        0.46038544  29853.274  0.4167
## 2271        19913      0.698837209        0.50375940  16801.731  0.4032
## 2272        14442      0.439670932        0.41345203  48742.311  0.3551
## 2273        11167      0.439490446        0.39860140  23819.819  0.7969
## 2274        25128      0.795100223        0.52319588  21118.443  0.6890
## 2275         8003      0.618473896        0.53333333  20804.313  0.6733
## 2276        30734      0.219339623        0.42257218  47640.854  0.4933
## 2277        19064      0.709821429        0.66000000  12168.012  0.5623
## 2278        22070      0.795006570        0.55284553  12730.414  0.9403
## 2279        16419      0.842391304        0.23188406  17383.123  0.4080
## 2280         4148      0.342349958        0.60000000  21869.431  0.3970
## 2281        17891      0.497978739        0.56984347  20923.213  0.6112
## 2282        22379      0.765962788        0.52367531  17679.941  0.5423
## 2283        11550      0.334289813        0.46614173  40972.758  0.4861
## 2284         9448      0.625698324        0.56666667  18766.300  0.5275
## 2285        16237      0.149565217        0.21793722  76069.898  0.2495
## 2286        13848      0.877616747        0.52991453  10870.091  0.1805
## 2287        16836      0.092352092        0.38914729  55835.777  0.4956
## 2288         4184      0.599281285        0.50578010  17218.450  0.4218
## 2289        28018      0.137459283        0.12903226  69895.775  0.2074
## 2290        26931      0.807254223        0.51565378  16923.388  0.7243
## 2291        11726      0.157669237        0.36976408  22681.341  0.7011
## 2292        19509      0.871698113        0.53028571  26016.805  0.5071
## 2293        13631      0.598039216        0.44410876  14811.891  0.7709
## 2294        19823      0.926367405        0.53673835  18468.820  0.6337
## 2295        18439      0.651162791        0.61538462  16314.828  0.5155
## 2296        24739      0.072866065        0.24031564  73795.498  0.2445
## 2297        12489      0.391162030        0.33210332  33299.945  0.5900
## 2298         6295      0.535881958        0.41303920  31357.013  0.1754
## 2299        17292      0.379335002        0.43505700  32183.099  0.4313
## 2300         5495      0.610734060        0.47862444  19262.257  0.5488
## 2301        22598      0.765962788        0.52367531  17679.941  0.7925
## 2302         9593      0.757018393        0.53705954  15439.786  0.9640
## 2303         7059      0.620521173        0.53658537  17481.493  0.3874
## 2304         5841      0.465806452        0.46953676  22205.942  0.3350
## 2305        23454      0.649168936        0.53981959  15592.366  0.8406
## 2306        26118      0.723559446        0.47962649  21904.202  0.4871
## 2307         9527      0.652941177        0.55944056  18534.868  0.5000
## 2308        10112      0.603123748        0.56998314   7484.392  0.3176
## 2309         5084      0.452227243        0.48366013  21819.091  0.3683
## 2310         5868      0.492011619        0.51248923  23192.344  0.3462
## 2311        25320      0.557853274        0.39233675  52542.479  0.3444
## 2312         6290      0.646110057        0.49243821  19758.880  0.4859
## 2313        25282      0.368625464        0.42313006  24035.168  0.5329
## 2314         7351      0.335117057        0.55523256  26672.782  0.6123
## 2315        13049      0.685534591        0.52442159  10502.157  0.8037
## 2316        18297      0.833085686        0.54208085  12343.458  0.6593
## 2317        22482      0.611213802        0.51173226  13603.238  0.6273
## 2318        17435      0.512195122        0.52970297  32369.497  0.6071
## 2319        16254      0.757438551        0.55592697  26318.802  0.5951
## 2320        18016      0.917823663        0.53993176  16576.060  0.5605
## 2321         8770      0.403739612        0.44433367   9761.940  0.9354
## 2322         8506      0.677524430        0.47957839  17062.476  0.3561
## 2323        27374      0.812500000        0.52000000   5956.008  0.8242
## 2324         9121      0.475796930        0.58689459  18668.447  0.2828
## 2325        13912      0.636994220        0.47338936  13972.803  0.7195
## 2326         8951      0.629084215        0.51910112  15421.874  0.6893
## 2327        34614      0.393750000        0.39007092  21586.241  0.6450
## 2328        24076      0.890109890        0.37772397  26656.851  0.5104
## 2329         8881      0.675920680        0.50267832   7183.036  0.5778
## 2330        10415      0.199062234        0.38598520  36828.976  0.3917
## 2331         5758      0.108571429        0.09937888  24155.395  0.7078
## 2332        19533      0.917823663        0.53993176  16576.060  0.4904
## 2333        15191      0.215053763        0.44786730  42461.783  0.5353
## 2334        19017      0.804541809        0.50738857  23057.998  0.7085
## 2335        22096      0.896851879        0.59862226  13548.891  0.5975
## 2336         5135      0.686282994        0.46689172  18109.209  0.3392
## 2337        37413      0.848587571        0.57879656  11682.589  0.9076
## 2338         7721      0.577761628        0.53042645  13652.151  0.2624
## 2339        12604      0.201704545        0.43817485  40031.999  0.4576
## 2340         7067      0.644507846        0.45629887  18836.898  0.4086
## 2341        24594      0.085585586        0.33568905  73313.930  0.3160
## 2342        30546      0.747599451        0.41975309  22986.347  0.4271
## 2343        22757      0.062404871        0.21808089  85618.632  0.3022
## 2344        20833      0.221705426        0.37271215  63666.743  0.3880
## 2345        13166      0.414939242        0.37115839  37738.071  0.3640
## 2346        16056      0.159396810        0.22707708  71925.190  0.1916
## 2347         6331      0.638652050        0.62188100  15281.732  0.4864
## 2348        18830      0.720246238        0.56914393  14957.194  0.7304
## 2349        28903      0.857558140        0.60885609  26153.761  0.8305
## 2350         6238      0.517643711        0.49336870  21405.846  0.2991
## 2351        11913      0.408560311        0.40259740  29219.517  0.7089
## 2352        10446      0.542662116        0.58139535  21135.005  0.3529
## 2353        19514      0.673996978        0.47022963  17299.557  0.5908
## 2354        20687      0.611213802        0.51173226  13603.238  0.6550
## 2355        19228      0.779850746        0.59904535  13195.424  0.8179
## 2356        19617      0.509589041        0.48969889  23629.627  0.3591
## 2357        13176      0.711840228        0.43349754  22464.768  0.4571
## 2358        15928      0.228460256        0.45748731  41249.932  0.5035
## 2359         6470      0.570448878        0.55300633  12638.013  0.3472
## 2360        13016      0.434210526        0.56653992  25764.030  0.4557
## 2361        11896      0.797385621        0.53237410  23355.140  0.7600
## 2362         4927      0.421707742        0.41868577  24689.117  0.6017
## 2363        14708      0.646929825        0.57796976  13244.941  0.4742
## 2364        10424      0.567272727        0.57711443  11266.277  0.2430
## 2365        11140      0.122329010        0.31214563  40843.634  0.3248
## 2366        10566      0.623511905        0.46987952  36608.092  0.5040
## 2367        22759      0.751373626        0.47927032  17847.127  0.6922
## 2368        23736      0.807254223        0.51565378  16923.388  0.7494
## 2369        19967      0.673647469        0.39159292  16548.886  0.8967
## 2370        23856      0.772988506        0.51785714  10134.999  0.8446
## 2371        14513      0.541935484        0.58394161  18860.079  0.4658
## 2372        23632      0.742487981        0.63228492  11323.809  0.7507
## 2373        11294      0.474747475        0.42748092  27933.650  0.3073
## 2374        22190      0.806261075        0.50685976  14290.206  0.8552
## 2375        18335      0.917823663        0.53993176  16576.060  0.7837
## 2376        31367      0.407970228        0.50826446  24907.568  0.7119
## 2377        12634      0.110549835        0.18709283  65217.284  0.2058
## 2378        28184      0.007262823        0.09874826 117756.689  0.1203
## 2379        14354      0.489270386        0.47867299  42173.843  0.3319
## 2380        12603      0.365448162        0.39499126  24610.617  0.5035
## 2381        18194      0.639943343        0.41924279  16549.429  0.4935
## 2382        18345      0.917823663        0.53993176  16576.060  0.7004
## 2383        17475      0.671729544        0.49591965  20622.792  0.6084
## 2384        15492      0.112888053        0.23152709  69540.347  0.2850
## 2385         1805      0.370433174        0.51688537  20997.498  0.4789
## 2386        11483      0.502617801        0.31325301  24234.975  0.3875
## 2387        19222      0.453947368        0.45833333  30422.179  0.5740
## 2388        27503      0.056842105        0.14855876 103399.304  0.1376
## 2389        23527      0.288194444        0.44528302  49326.184  0.5323
## 2390        13932      0.141030571        0.38127604  39018.957  0.4268
## 2391        16853      0.331606218        0.53273810  29664.625  0.6773
## 2392         4516      0.587063497        0.49825885  14071.037  0.3819
## 2393        27729      0.679560106        0.49612745  16074.637  0.7381
## 2394         4867      0.480975030        0.48414376  25576.588  0.0835
## 2395        17680      0.145776031        0.34603981  74848.139  0.2598
## 2396        21907      0.872663551        0.61725664  12360.306  0.5265
## 2397         8344      0.238916256        0.40711462  40299.037  0.4577
## 2398        17108      0.497978739        0.56984347  20923.213  0.7589
## 2399        18245      0.293139293        0.45017182  52298.022  0.3738
## 2400        24224      0.679560106        0.49612745  16074.637  0.5000
## 2401        12971      0.746229261        0.54645814  14371.340  0.6428
## 2402        11160      0.378064516        0.32487310  33376.829  0.3345
## 2403         7566      0.447125621        0.53671562  13613.734  0.2490
## 2404        19046      0.551246537        0.37549407  54778.329  0.3539
## 2405        13889      0.427094474        0.51056052  26872.782  0.3739
## 2406         6789      0.531095755        0.54505300  21730.870  0.4819
## 2407        19894      0.679560106        0.49612745  16074.637  0.7294
## 2408         8774      0.579041381        0.44814560  19021.708  0.4389
## 2409        21553      0.765962788        0.52367531  17679.941  0.8116
## 2410        27783      0.063311688        0.21621622  70860.764  0.2636
## 2411        21722      0.625133120        0.49358974  16862.274  0.7721
## 2412        32701      0.151851852        0.18836433  82756.659  0.1873
## 2413         9822      0.421673424        0.54425690  23310.885  0.5491
## 2414        10235      0.434486373        0.56298360  24205.938  0.4254
## 2415         7312      0.528851702        0.46849225  22826.049  0.4443
## 2416        14803      0.150579151        0.42394822  35648.594  0.4594
## 2417        10231      0.529079017        0.39147790  29055.574  0.3902
## 2418        20574      0.621064232        0.52815575  16010.849  0.9488
## 2419        26155      0.782143490        0.51060516  22412.463  0.6522
## 2420         7820      0.748898678        0.43444730  19593.989  0.6446
## 2421        26761      0.017213115        0.11195286  89683.703  0.1644
## 2422        21302      0.717293907        0.57203647  16191.779  0.7358
## 2423         9006      0.330143541        0.45811518  30354.306  0.4160
## 2424        17011      0.204275534        0.29923274  43411.885  0.4278
## 2425        15885      0.688811189        0.57093765  15322.287  0.7166
## 2426        26179      0.189702323        0.31458616  63904.242  0.1880
## 2427        17220      0.667321429        0.46216814  17900.888  0.6002
## 2428        10747      0.656464139        0.49972663  16115.205  0.4575
## 2429        17275      0.624288425        0.50984683  24869.524  0.4694
## 2430        22932      0.765962788        0.52367531  17679.941  0.7234
## 2431        19429      0.679560106        0.49612745  16074.637  0.6715
## 2432         5656      0.380998081        0.45296828  28501.040  0.4980
## 2433        14919      0.433212996        0.40117417  51754.531  0.3492
## 2434        19952      0.435114504        0.49565217  28991.352  0.5105
## 2435        23886      0.171081678        0.25448029  51864.953  0.4382
## 2436         8498      0.385462555        0.39750000  33018.046  0.3362
## 2437        21166      0.689910979        0.59569892  12522.106  0.6887
## 2438        28193      0.790570175        0.54499366  19684.109  0.4859
## 2439        11454      0.843030303        0.74137931  12680.687  0.2932
## 2440        13722      0.676348548        0.50553506  13280.766  0.6948
## 2441        11277      0.791666667        0.50000000   7316.832  0.4884
## 2442        17520      0.041899441        0.37711443  55562.368  0.4169
## 2443         8734      0.419522777        0.44900000  19626.055  0.1680
## 2444        33217      0.046382189        0.19825073  97936.694  0.1786
## 2445        12484      0.628378378        0.63461538  26892.347  0.2909
## 2446        14123      0.450000000        0.39748954  27730.389  0.2632
## 2447         6393      0.587758411        0.40662932  17354.319  0.3286
## 2448        10233      0.783505155        0.51381215  24030.350  0.4393
## 2449        21358      0.041777778        0.27055449  61335.768  0.3902
## 2450        24860      0.716709781        0.52623421  14933.859  0.6786
## 2451        21512      0.765962788        0.52367531  17679.941  0.7039
## 2452        12760      0.256032172        0.49484536  29931.248  0.8128
## 2453        10740      0.833333333        0.53097345  23625.394  0.5570
## 2454        26985      0.848587571        0.57879656  11682.589  0.9697
## 2455        11592      0.406129032        0.47742170  37732.574  0.3794
## 2456        11937      0.564625850        0.51391162  20595.514  0.4027
## 2457        13658      0.838805970        0.55859375   7344.553  0.6429
## 2458        14295      0.546666667        0.46774194  22208.659  0.6512
## 2459        18762      0.770707430        0.55422315  13043.457  0.7366
## 2460         6037      0.516279771        0.50219520  20675.509  0.4324
## 2461        12596      0.639449324        0.53152090  18928.569  0.6806
## 2462        23387      0.761315532        0.55381443  14533.672  0.7412
## 2463        20285      0.662809567        0.50567939  20438.010  0.4269
## 2464        18910      0.716709781        0.52623421  14933.859  0.8426
## 2465        21869      0.829162656        0.55086372  10627.887  0.8874
## 2466        19820      0.917823663        0.53993176  16576.060  0.6243
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## 2468        28179      0.499070056        0.57452123  20020.197  0.5450
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## 2470        20149      0.427666315        0.28801843  57407.514  0.4118
## 2471         6329      0.507977355        0.61365188  14440.194  0.3728
## 2472        23329      0.420888195        0.34225249  56231.429  0.5214
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## 2474        22108      0.302860348        0.36989498  58069.107  0.3088
## 2475         7397      0.783647799        0.46870229  16481.495  0.2254
## 2476        17528      0.901823185        0.52231043  14604.324  0.6789
## 2477        28379      0.368243243        0.27719298  29469.517  0.3763
## 2478         4479      0.612257282        0.58650395  19608.433  0.4511
## 2479        18035      0.917823663        0.53993176  16576.060  0.7119
## 2480        20531      0.602649007        0.52800000  16984.503  0.7692
## 2481        15108      0.777188329        0.49190939  26358.507  0.6425
## 2482         8890      0.463003264        0.44934190  29873.757  0.4473
## 2483        19018      0.606811146        0.66666667  14406.498  0.4989
## 2484        19205      0.716709781        0.52623421  14933.859  0.8821
## 2485        29340      0.840909091        0.47651007  13624.307  0.7643
## 2486        11269      0.722448980        0.63470320   9875.225  0.9412
## 2487        15836      0.486068112        0.44624573  31720.064  0.5649
## 2488        11229      0.854151493        0.48972240  31001.169  0.2957
## 2489         5410      0.503884372        0.47070915  25742.349  0.2712
## 2490         8997      0.583002833        0.38430608  31473.861  0.2926
## 2491        23896      0.765962788        0.52367531  17679.941  0.6667
## 2492        24443      0.840452617        0.58271865  13544.190  0.7952
## 2493        12042      0.588235294        0.40000000  31501.580  0.1728
## 2494        14153      0.722972973        0.45418327  24324.539  0.5414
## 2495         8191      0.764705882        0.65079365   7863.030  0.6000
## 2496        22038      0.611213802        0.51173226  13603.238  0.7472
## 2497         8390      0.108196721        0.31118881  43664.342  0.4992
## 2498         4112      0.668316832        0.54216867  13864.651  0.9556
## 2499        20333      0.671729544        0.49591965  20622.792  0.4683
## 2500         9048      0.873840445        0.65671642  10344.548  0.7460
## 2501         4972      0.790540540        0.55932203  10952.101  0.5276
## 2502        12940      0.768010213        0.69916075   9906.248  0.5959
## 2503        26182      0.824726135        0.69832402  10535.852  0.9848
## 2504        21450      0.765962788        0.52367531  17679.941  0.7714
## 2505        12169      0.280533721        0.47724477  25338.193  0.4898
## 2506        23966      0.619385343        0.50304878  14631.603  0.8726
## 2507        20468      0.803697717        0.56079607  13276.551  0.8233
## 2508        12237      0.863167340        0.45862765  34659.175  0.2791
## 2509        17728      0.344913151        0.52957746  32805.726  0.7568
## 2510         4008      0.534709193        0.49309154  22249.814  0.2677
## 2511        22584      0.778757515        0.52361809  15172.148  0.7054
## 2512        14189      0.132429744        0.26832281  52032.523  0.2997
## 2513        23435      0.765962788        0.52367531  17679.941  0.7533
## 2514        25059      0.806261075        0.50685976  14290.206  0.6125
## 2515        29957      0.912441774        0.52002590  17006.545  0.2317
## 2516        22600      0.378807947        0.37302726  48395.572  0.3579
## 2517        15308      0.635840526        0.39867354  13115.336  0.5586
## 2518         7665      0.250297265        0.47486772  28144.794  0.5471
## 2519        20474      0.684852836        0.61731207   7630.856  0.8172
## 2520        18841      0.917823663        0.53993176  16576.060  0.6137
## 2521        26187      0.660547504        0.39182156  27780.389  0.5401
## 2522        14202      0.450549451        0.57594937  18234.711  0.6484
## 2523        20645      0.773522976        0.66505190  14132.762  0.6499
## 2524        34008      0.083832335        0.19805381 104132.437  0.1361
## 2525         6099      0.672645740        0.63128492  13883.479  0.7273
## 2526         6033      0.489289192        0.53134153  21689.776  0.3306
## 2527        18701      0.662809567        0.50567939  20438.010  0.4693
## 2528        20950      0.877192982        0.50202429  31482.998  0.3591
## 2529        23009      0.765962788        0.52367531  17679.941  0.6846
## 2530        14960      0.835943061        0.57082452  13721.857  0.8226
## 2531        13975      0.583815029        0.50864553  15836.990  0.7021
## 2532        26739      0.244236311        0.31599379  65532.501  0.2532
## 2533        19392      0.837209302        0.61517615   9979.544  0.6021
## 2534         8446      0.268419104        0.49386754  32969.049  0.3837
## 2535        31065      0.024532710        0.14616322 106285.853  0.1030
## 2536         6848      0.133111906        0.34573601  62628.701  0.4761
## 2537         7354      0.442271122        0.49887206  23999.960  0.2766
## 2538        12636      0.598039216        0.44410876  14811.891  0.5032
## 2539         7464      0.458261766        0.48474990  16552.147  0.6024
## 2540        24300      0.807254223        0.51565378  16923.388  0.7913
## 2541        18713      0.497978739        0.56984347  20923.213  0.7312
## 2542        16982      0.364795918        0.41142857  46297.758  0.4869
## 2543         9520      0.655258467        0.51856194  22326.050  0.5824
## 2544        20533      0.880794702        0.76612903   4521.732  1.0000
## 2545        13012      0.898402839        0.56073113  12706.501  0.6585
## 2546        18005      0.794246260        0.63844622  10860.430  0.7850
## 2547        22246      0.611213802        0.51173226  13603.238  0.7312
## 2548        20504      0.852701444        0.52062952  18063.486  0.5618
## 2549        22160      0.660547504        0.39182156  27780.389  0.7534
## 2550        16998      0.211780663        0.31080241  50612.111  0.3918
## 2551        19620      0.821782178        0.52049180  40932.872  0.5884
## 2552        11404      0.236587873        0.41687289  43242.320  0.3563
## 2553        27214      0.066914498        0.13921569  79005.966  0.0997
## 2554         7279      0.451253482        0.51860649  25987.496  0.5038
## 2555        14656      0.550982801        0.38636364  25131.142  0.7516
## 2556        28152      0.384838944        0.38805970  23464.092  0.6082
## 2557        17589      0.695221445        0.39288113  26695.713  0.4504
## 2558        13640      0.574912892        0.47767857  19820.619  0.4726
## 2559        20417      0.917823663        0.53993176  16576.060  0.4438
## 2560        13881      0.283277870        0.37929496  43944.545  0.3713
## 2561        20359      0.766990291        0.47239264  17556.952  0.7410
## 2562        20951      0.713347609        0.56641404  11701.278  0.7834
## 2563         7410      0.295290859        0.54545455  24238.003  0.4323
## 2564        15203      0.917823663        0.53993176  16576.060  0.7075
## 2565         7519      0.808988764        0.62187500   4357.027  0.8126
## 2566        18369      0.297528996        0.34274851  41566.236  0.4942
## 2567        15658      0.693163752        0.61968680  13521.224  0.5008
## 2568         7339      0.271447282        0.27750473  19204.860  0.7160
## 2569        12006      0.611785095        0.52572707  20915.837  0.7945
## 2570         9643      0.371332498        0.40793740  53341.216  0.8430
## 2571        25444      0.740354767        0.60178777  12627.314  0.8883
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## 2573        13314      0.214536796        0.39918155  40817.324  0.4146
## 2574        17211      0.242303873        0.47597765  28654.170  0.7003
## 2575        29125      0.017295597        0.13388430 102347.292  0.1073
## 2576        20785      0.765363128        0.53691275  10048.896  0.8878
## 2577        23391      0.391029327        0.44753301  35416.672  0.5070
## 2578        25500      0.127940333        0.15153337  75384.470  0.1386
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## 2583        24118      0.765962788        0.52367531  17679.941  0.7273
## 2584        22622      0.765962788        0.52367531  17679.941  0.8514
## 2585        11736      0.325774336        0.39377580  28754.940  0.6653
## 2586         7658      0.544143727        0.53933550  16722.133  0.5699
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## 2588        13001      0.346666667        0.54197511  23568.263  0.6797
## 2589        18244      0.917823663        0.53993176  16576.060  0.8246
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## 2597        19475      0.716709781        0.52623421  14933.859  0.8608
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## 2612        21972      0.765962788        0.52367531  17679.941  0.7440
## 2613        15422      0.650793651        0.58800000  22329.311  0.5781
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## 2616        19867      0.054666667        0.38192420  56816.909  0.4731
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## 2618        18662      0.667321429        0.46216814  17900.888  0.7500
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## 2630         1310      0.472805343        0.61281490  20173.880  0.6372
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## 2638         6205      0.555410691        0.48702290  19916.271  0.3775
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## 2648        18546      0.309967141        0.29606880  55983.603  0.4747
## 2649        26025      0.484126984        0.46223840  30656.189  0.5810
## 2650        21914      0.765962788        0.52367531  17679.941  0.7191
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## 2672        27495      0.027910393        0.12144993 114769.376  0.1474
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## 2679        18197      0.693163752        0.61968680  13521.224  0.5093
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## 2696        24253      0.483473389        0.36060209  21805.399  0.6237
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## 2705        32176      0.267425968        0.21037182  40359.663  0.2486
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## 2708        13937      0.575757576        0.53750000  11351.451  0.8154
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## 2729        12237      0.625000000        0.54545455  11003.033  0.6381
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## 2809        15546      0.741268710        0.54647160  20384.749  0.7886
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## 2817        21924      0.765962788        0.52367531  17679.941  0.7356
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## 2828        22931      0.765962788        0.52367531  17679.941  0.7213
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## 2897        23437      0.765962788        0.52367531  17679.941  0.7153
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## 2909         5389      0.532118056        0.60062893  13618.907  0.7107
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## 2911         8111      0.454182719        0.57205490  14997.235  0.3952
## 2912        18386      0.436147186        0.39451728  33804.890  0.5317
## 2913        34732      0.084144645        0.15395894  99970.390  0.1289
## 2914        17810      0.589473684        0.48487903  27051.586  0.7047
## 2915        17325      0.788483530        0.53361892  13186.935  0.9734
## 2916        16049      0.625133120        0.49358974  16862.274  0.6791
## 2917        10896      0.387275242        0.53870968  19717.359  0.3422
## 2918        16418      0.703146375        0.63030303   9942.135  0.6766
## 2919        14508      0.536992840        0.57480315  15458.127  0.6400
## 2920        16257      0.709803922        0.53964194  12730.738  0.6667
## 2921         5103      0.584307808        0.51957130  10643.461  0.4413
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## 2923        18365      0.799735450        0.50703804  31019.941  0.5567
## 2924        20845      0.733513514        0.61011956  15222.725  0.8362
## 2925        31711      0.102817974        0.20078740  79118.763  0.2241
## 2926        16940      0.737274220        0.59459459  12242.877  0.6773
## 2927        26093      0.612849162        0.57558610  15354.724  0.7240
## 2928        10814      0.683146067        0.54089710  15530.409  0.5988
## 2929        16011      0.743019021        0.62135922  10302.700  0.9428
## 2930        39180      0.890804598        0.54347826  13414.108  0.9067
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## 2939        15948      0.171179884        0.46153846  41142.031  0.4397
## 2940        22103      0.765962788        0.52367531  17679.941  0.6877
## 2941        17036      0.746296296        0.56798623  10282.592  0.7968
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## 2943         4484      0.344380991        0.59542195  22366.975  0.6425
## 2944        15306      0.489528796        0.39148936  33241.448  0.4736
## 2945        17973      0.413436692        0.48579545  39591.239  0.2774
## 2946        23958      0.619385343        0.50304878  14631.603  0.7071
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## 2954        18802      0.716709781        0.52623421  14933.859  0.8856
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## 2962        27816      0.248201439        0.12873932  67084.645  0.1348
## 2963         6724      0.452222222        0.50948509  24488.913  0.4763
## 2964         9961      0.431004743        0.58113804  22383.107  0.5171
## 2965        11987      0.617122473        0.49307479  16185.802  0.7723
## 2966         7760      0.540430769        0.57015590  15920.626  0.5013
## 2967         5052      0.668341708        0.62921348  22304.311  0.7176
## 2968        19271      0.716709781        0.52623421  14933.859  0.8300
## 2969        15875      0.488095238        0.52702703  24007.569  0.6984
## 2970         3690      0.396451880        0.47925124  22101.050  0.5831
## 2971        21794      0.689688716        0.54359926  12080.415  0.8317
## 2972        16747      0.670833333        0.56076854  13036.935  0.4026
## 2973        23433      0.765962788        0.52367531  17679.941  0.6312
## 2974        11479      0.755919258        0.54374276  13711.934  0.8549
## 2975         9682      0.552014105        0.49853776  22588.006  0.5892
## 2976         7744      0.450802957        0.56067540  21573.334  0.3769
## 2977        15207      0.725490196        0.62236480  11488.568  0.7256
## 2978         5876      0.603926202        0.52576018   8829.960  0.2928
## 2979        14661      0.443317972        0.50028852  23218.160  0.4806
## 2980         8805      0.590224408        0.50759219  23432.570  0.4579
## 2981        11545      0.466276347        0.33351484  29266.914  0.4364
## 2982        18654      0.667146974        0.43203884  22796.155  0.3884
## 2983        12170      0.297542044        0.59740260  30459.732  0.4227
## 2984        28257      0.210344828        0.28195489  54109.693  0.4081
## 2985         2436      0.407742998        0.45975948  21754.212  0.5643
## 2986        21387      0.765962788        0.52367531  17679.941  0.8247
## 2987        29986      0.912441774        0.52002590  17006.545  0.2337
## 2988        18165      0.917823663        0.53993176  16576.060  0.6740
## 2989        21459      0.781250000        0.41304348  15972.674  0.4865
## 2990        20095      0.662809567        0.50567939  20438.010  0.4997
## 2991        19516      0.551390568        0.49433829  39220.565  0.4599
## 2992        15016      0.077528090        0.38618926  27380.253  0.7732
## 2993        17558      0.729099679        0.60977948  14793.219  0.6464
## 2994        14813      0.202374623        0.32620836  38320.589  0.4682
## 2995        17631      0.743019021        0.62135922  10302.700  0.9266
## 2996         9581      0.311232700        0.36250000  32134.730  0.5382
## 2997        15644      0.577696527        0.41117764  45433.202  0.4194
## 2998        22697      0.765962788        0.52367531  17679.941  0.7478
## 2999        15192      0.172391694        0.25388178  62420.741  0.2553
## 3000        11624      0.277704267        0.44435315  35629.289  0.4180
## 3001         5592      0.424138553        0.56687292  20551.259  0.1508
## 3002        26404      0.599277978        0.63425926  17560.841  0.4760
## 3003        20390      0.720246238        0.56914393  14957.194  0.7773
## 3004         6038      0.423611111        0.50672077  20397.267  0.1951
## 3005        17954      0.737500000        0.66604478  11361.462  0.1877
## 3006        20319      0.105298457        0.30056180  83402.036  0.2462
## 3007        15870      0.217758985        0.48936170  33071.257  0.5985
## 3008        24216      0.698585419        0.48885350  22790.880  0.7030
## 3009        15888      0.516927083        0.46455505  22726.987  0.6834
## 3010        12633      0.500000000        0.64035088  17077.689  0.7117
## 3011         3401      0.500158278        0.53922396  20923.335  0.5993
## 3012         8071      0.251451268        0.38873640  11542.372  0.7517
## 3013        12732      0.112500000        0.26562500  49784.960  0.4250
## 3014        13333      0.623789765        0.44303797  28806.956  0.4777
## 3015         6626      0.706858054        0.59124370  15555.693  0.5278
## 3016        24703      0.782143490        0.51060516  22412.463  0.6560
## 3017         4330      0.372992701        0.46548073  30616.676  0.2247
## 3018        22474      0.688811189        0.57093765  15322.287  0.7394
##      PCTFLOAN GRAD_DEBT_MDN WDRAW_DEBT_MDN APPL_SCH_PCT_GE2 MD_EARN_WNE_P6
## 1      0.4840       15853.5         4750.0       0.43005181          13800
## 2      0.6606       11250.0         5524.0       0.32946429          26100
## 3      0.8207       17634.0         8250.0       0.59519868          31200
## 4      0.6282       26305.0        11969.0       0.83725136          27600
## 5      0.8671       17567.0         5500.0       0.33333333          23700
## 6      0.6777       20481.0         8751.0       0.54275381          38900
## 7      0.6721        7666.0         3482.0       0.27525253          14400
## 8      0.8289       17264.0         4750.0       0.41972973          21100
## 9      0.5706       20832.0         6500.0       0.61195227          34400
## 10     0.7830       20000.0         6084.0       0.30175439          31300
## 11     0.6967       25250.0         8750.0       0.53228228          28500
## 12     0.4299       18256.0         6281.0       0.50125045          28900
## 13     0.6124        7600.0         3801.5       0.41666667          21800
## 14     0.4657        5500.0         3938.5       0.31055901          18500
## 15     0.8216       27000.0         9500.0       0.46159170          33800
## 16     0.3732       32639.0         6334.0       0.48332546          36500
## 17     0.8974       20500.0         7467.0       0.45467730          26700
## 18     0.8726       20856.0         6334.0       0.38059701          15900
## 19     0.8302       14694.0         4750.0       0.37642586          17700
## 20     0.0252        8745.0         5000.0       0.29846992          26200
## 21     0.7162       26334.5         7500.0       0.53554217          34400
## 22     0.6185       14750.0         5500.0       0.36414445          33800
## 23     0.7556        9500.0         4750.0       0.32380952          16300
## 24     0.0475        6822.0         3500.0       0.46164978          25400
## 25     0.2771       10000.0         4500.0       0.33143108          26300
## 26     0.4483       19250.0         6500.0       0.51226256          36100
## 27     0.6200       15823.0         5562.5       0.51203008          28700
## 28     0.6153       16371.0         4865.5       0.41728064          31500
## 29     0.8798       24373.0         6334.0       0.31637650          26100
## 30     0.4382       15000.0         7000.0       0.58490566          29900
## 31     0.6429       11347.5         6668.0       0.37709497          17600
## 32     0.5000       18000.0         6500.0       0.70683067          38700
## 33     0.7095        9791.0         5736.0       0.53900536          32500
## 34     0.7665       29213.0         5500.0       0.39390292          33400
## 35     0.8389        8708.0         3491.5       0.20952381          30800
## 36     0.4883       21775.0         7000.0       0.77523413          33900
## 37     0.7620       29213.0         5500.0       0.39390292          33400
## 38     0.3397        7496.0         3500.0       0.37100737          23200
## 39     0.5824       27000.0         7300.0       0.79545455          28700
## 40     0.0937        4175.0         3302.0       0.45660147          24500
## 41     0.9829        9500.0         4750.0       0.36525130          19700
## 42     0.8846        9500.0         4750.0       0.37044534          18000
## 43     0.5916       12000.0         5500.0       0.50000000          26700
## 44     0.7907       25000.0         6500.0       0.61587983          31200
## 45     0.8885       20000.0         3898.0       0.48982668          23400
## 46     0.5938        9791.0         5736.0       0.53900536          32500
## 47     0.8616        9500.0         4750.0       0.33904585          21800
## 48     0.4153        9500.0         5343.0       0.33959900          15700
## 49     0.4929       25666.5         8958.0       0.63488503          50500
## 50     0.8457       18772.0         6334.0       0.29703190          29300
## 51     0.5418       22500.0         5500.0       0.48686869          30200
## 52     0.8434       39007.5         9500.0       0.43133747          32400
## 53     0.2201        6000.0         3167.0       0.23304437          14600
## 54     0.3109       32639.0         6334.0       0.48332546          36500
## 55     0.4545       27000.0        20500.0       0.79035285          49000
## 56     0.7524       17886.5         5945.5       0.41768416          20100
## 57     0.7895        7917.0         3959.0       0.35282258          24800
## 58     0.7805       18772.0         6334.0       0.29703190          29300
## 59     0.5679       13553.0         5824.0       0.65029326          29800
## 60     0.9802        9500.0         4698.5       0.35170604          23800
## 61     0.7808       17800.0         4867.0       0.37672456          27700
## 62     0.6250       16000.0         6894.0       0.46470588          18100
## 63     0.4237        5144.0         3500.0       0.37808219          22200
## 64     0.1164        7500.0         2750.0       0.41894926          21900
## 65     0.7073       29213.0         5500.0       0.39390292          33400
## 66     0.6294       25000.0         9500.0       0.64584864          29500
## 67     0.4722       11113.5         5500.0       0.34766031          22400
## 68     0.6641       25000.0         9500.0       0.57513062          40000
## 69     0.4622       19500.0         7500.0       0.46517007          36500
## 70     0.6513       25000.0        12000.0       0.66279070          40400
## 71     0.7149       23247.5         7527.0       0.67861021          25700
## 72     0.5227       18301.0         5895.5       0.52072660          28600
## 73     0.1357        5600.0         2800.0       0.20846252          17500
## 74     0.6030       23500.0         7000.0       0.59371768          31100
## 75     0.8320        9710.5         3274.0       0.41427050          17200
## 76     0.5000        3500.0         1750.0       0.48979592          15500
## 77     0.6183       21937.5         9913.0       0.58622909          40900
## 78     0.3148       12557.5         4750.0       0.32857143          23200
## 79     0.6309       12750.0         2581.0       0.26394052          18500
## 80     0.6850       27000.0         9500.0       0.57489879          34300
## 81     0.8520       21125.0         9000.0       0.63048780          33300
## 82     0.4387        9010.5         3500.0       0.27949773          24000
## 83     0.5284       19500.0        10983.0       0.55598832          37500
## 84     0.6262       26459.0         7000.0       0.68939394          37500
## 85     0.8333       23500.0        10332.0       0.57052632          32800
## 86     0.3925       22319.5         6690.0       0.34650957          21400
## 87     0.6320        9500.0         3898.0       0.39842681          16900
## 88     0.9000       28500.0        16630.0       0.66641395          19700
## 89     0.4934        9833.0         4750.0       0.35454545          18100
## 90     0.3455       25000.0         9500.0       0.69893428          42500
## 91     0.7109        9817.0         4215.0       0.50226757          19200
## 92     0.1196       10523.0         5500.0       0.61095652          32200
## 93     0.2657        7053.0         3965.0       0.65281899          29700
## 94     0.6667        7863.0         2854.0       0.30400000          18600
## 95     0.9898       23036.0         5369.0       0.39470813          20500
## 96     0.4003       24364.0         6250.0       0.58712121          28800
## 97     0.5586       26967.5        13997.0       0.80114833          42600
## 98     0.5048       11000.0         4500.0       0.31696995          22600
## 99     0.8828       30798.0         8250.0       0.71048744          20300
## 100    0.9123       37000.0         9500.0       0.75615213          17000
## 101    0.5272        8541.0         3117.5       0.35151515          19300
## 102    0.7808       17195.0         5500.0       0.19245135          19400
## 103    0.8085       29500.0         6334.0       0.31851852          24000
## 104    0.8456       38514.5         8063.5       0.38537876          26300
## 105    0.5704       25700.0         9500.0       0.66018068          32400
## 106    0.2548       10500.0         3500.0       0.39285505          27300
## 107    0.7203       14144.0         4750.0       0.45902649          18600
## 108    0.8171       22250.0         9500.0       0.51250000          23900
## 109    0.7952       25000.0        11000.0       0.73461538          31700
## 110    0.0645        3500.0         2334.0       0.36640141          22500
## 111    0.7667        8009.0         5449.0       0.31964809          22800
## 112    0.8656       17800.0         4867.0       0.37672456          27700
## 113    0.6738        8692.0         3666.0       0.28944381          24100
## 114    0.6951       23499.5         5500.0       0.59422719          28800
## 115    0.8425       17264.0         4750.0       0.41972973          21100
## 116    0.6099        9500.0         4750.0       0.21229050          21600
## 117    0.4503        9500.0         4750.0       0.39708940          18200
## 118    0.4194        9234.0         4617.0       0.25799722          22700
## 119    0.8060        9500.0         3957.5       0.43916038          16300
## 120    0.8535       20500.0        10015.0       0.39700375          22000
## 121    0.3843       14909.0         7500.0       0.76613838          32900
## 122    0.4984       21500.0         7000.0       0.50104767          29200
## 123    0.6506       12750.0         6334.0       0.41100917          18100
## 124    0.6839       12125.0         5564.5       0.43234426          24100
## 125    0.5075        9500.0         4259.0       0.46153846          15700
## 126    0.9558        9500.0         4479.0       0.28733306          24800
## 127    0.6856       25751.0         6500.0       0.61080222          37400
## 128    0.8670        9500.0         3500.0       0.32697548          14900
## 129    0.2097        8250.0         3500.0       0.27698389          15100
## 130    0.8543       24631.0         6700.0       0.66666667          24000
## 131    0.5433       12000.0         5500.0       0.37493658          29100
## 132    0.8086       14144.0         4750.0       0.45902649          18600
## 133    0.7195        9900.0         4750.0       0.37349398          15600
## 134    0.8185       18772.0         6334.0       0.29703190          29300
## 135    0.5409        7139.0         4750.0       0.26839827          18600
## 136    0.1220        8437.0         5000.0       0.45353982          29600
## 137    0.9914       18901.5         9500.0       0.42612859          32200
## 138    0.7088       25300.0         8066.5       0.47379144          19000
## 139    0.7633       23436.0        12500.0       0.62483995          35100
## 140    0.0759        8000.0         3500.0       0.52740808          22900
## 141    0.6978       24934.0         9000.0       0.68954996          33200
## 142    0.7240       26000.0         5500.0       0.78239367          47100
## 143    0.3432       12504.5         5500.0       0.57879819          38500
## 144    0.4538       16500.0         5250.0       0.46156069          22600
## 145    0.1985       10500.0         5250.0       0.33006536          22600
## 146    0.4121       18750.0        11769.5       0.61752227          34100
## 147    0.6577       24000.0        14965.0       0.78751501          35000
## 148    0.7300       24250.0         8555.0       0.63374486          37500
## 149    0.4209        6840.0         3948.0       0.37947494          31900
## 150    0.7040       27000.0         5500.0       0.58683473          30400
## 151    0.1157        7041.0         4000.0       0.32187500          22200
## 152    0.7633        9506.5         3338.0       0.31276901          17800
## 153    0.5057        9500.0         3750.0       0.26500000          14700
## 154    0.8664       23036.0         5369.0       0.39470813          20500
## 155    0.4078       18301.0         5895.5       0.52072660          28600
## 156    0.7188       25000.0         7500.0       0.82134831          42500
## 157    0.8264       24854.0         6365.0       0.40679245          18300
## 158    0.0000        4122.0         3215.5       0.37951807          20900
## 159    0.0008        2625.0         3500.0       0.48971332          19600
## 160    0.6553        9500.0         4750.0       0.31917717          19600
## 161    0.7345       12125.0         5564.5       0.43234426          24100
## 162    0.5903       12500.0         4750.0       0.35310473          22000
## 163    0.0454        9441.0         5000.0       0.39327310          23800
## 164    0.9811        8000.0         3668.0       0.31838565          16700
## 165    0.4566       14000.0         4613.0       0.56228484          22600
## 166    0.3930       20088.0         9550.0       0.71007807          41100
## 167    0.6320       18536.0         8250.0       0.54092308          24700
## 168    0.7833       14144.0         4750.0       0.45902649          18600
## 169    0.1752       10122.0         3500.0       0.41101695          23900
## 170    0.7470       26675.0         9411.0       0.41560877          29000
## 171    0.8217       13000.0         6092.5       0.34280532          21900
## 172    0.0503        9000.0         3500.0       0.48004060          24500
## 173    0.9000        6960.0         3480.0       0.50602410          14500
## 174    0.4846        9500.0         3500.0       0.35107169          18800
## 175    0.4914       17750.0         7593.0       0.44278483          27400
## 176    0.9545       24063.0         6965.5       0.54491018          31300
## 177    0.2836        9911.0         4875.0       0.31591449          19700
## 178    0.9123       29393.5        11000.0       0.76919951          23500
## 179    0.7442       23937.0         8331.0       0.48929160          48200
## 180    0.2582        9846.0         4290.5       0.36353712          27200
## 181    0.7600        9916.0         4290.0       0.31451398          20900
## 182    0.9020       14144.0         4750.0       0.45902649          18600
## 183    0.7905       18772.0         6334.0       0.29703190          29300
## 184    0.7016       29213.0         5500.0       0.39390292          33400
## 185    0.4004       15000.0         6500.0       0.58738754          33500
## 186    0.6982       29213.0         5500.0       0.39390292          33400
## 187    0.3450       19060.0         6500.0       0.62070349          34600
## 188    0.6907       16094.0         4750.0       0.36016949          21000
## 189    0.6507        9500.0         4750.0       0.39708940          18200
## 190    0.0159        4500.0         4333.0       0.57044909          22600
## 191    0.8166       12000.0         4750.0       0.25753012          30800
## 192    0.1094        8750.0         4500.0       0.66166166          30300
## 193    0.8146        9500.0         3928.0       0.33884298          27800
## 194    0.0454        4830.5         2525.0       0.65244145          19600
## 195    0.6126        9833.0         4750.0       0.38557994          14600
## 196    0.6139        9833.0         4750.0       0.46739130          13700
## 197    0.9078       34604.0         7240.0       0.50486787          17800
## 198    0.7582        5600.0         2800.0       0.20846252          17500
## 199    0.2665        6333.0         2311.5       0.27799228          26000
## 200    0.4929       23871.0         6500.0       0.59167750          33300
## 201    0.4455        9715.0         4750.0       0.35892857          18100
## 202    0.6062        4420.0         3100.0       0.37500000          18700
## 203    0.5859       25000.0         9500.0       0.63963275          33200
## 204    0.9015        8456.0         4029.0       0.36962306          18400
## 205    0.7547       10988.0         5500.0       0.39473684          18200
## 206    0.7999       29213.0         5500.0       0.39390292          33400
## 207    0.2352       16698.0         7854.0       0.40740741          32600
## 208    0.7804       23000.0         7500.0       0.56205674          34100
## 209    0.4307        8628.5         4750.0       0.37533554          25400
## 210    0.2655        9654.0         4553.0       0.39855897          20100
## 211    0.7275        9791.0         5736.0       0.53900536          32500
## 212    0.6135       15546.5         6125.0       0.42568659          22500
## 213    0.8429       17800.0         4867.0       0.37672456          27700
## 214    0.7647       27000.0         6500.0       0.65853659          21700
## 215    0.6575       10973.0         5553.0       0.39308176          16100
## 216    0.5615        9000.0         4438.5       0.38064516          13100
## 217    0.4776        9500.0         4520.0       0.32413793          18300
## 218    0.5306       18750.0         7642.0       0.52186159          36100
## 219    0.4554       21380.5         7000.0       0.42754237          34500
## 220    0.4161       26048.0         7834.0       0.49267395          25800
## 221    0.5605       25833.0         5500.0       0.59963580          25000
## 222    0.8118       39007.5         9500.0       0.43133747          32400
## 223    0.9537       23036.0         5369.0       0.39470813          20500
## 224    0.7657       23600.0         9500.0       0.57963446          45200
## 225    0.1722       10002.0         5239.0       0.55706324          23100
## 226    0.5816        9500.0         4750.0       0.33452893          17900
## 227    0.7152       16063.0         4750.0       0.23792884          35200
## 228    0.6209        9495.0         5206.5       0.53894081          15700
## 229    0.2494        5500.0         4000.0       0.25507398          15500
## 230    0.8444       18772.0         6334.0       0.29703190          29300
## 231    0.1581       10500.0         5274.0       0.46609921          28200
## 232    0.5747       19446.5         5050.0       0.48302435          32400
## 233    0.6381        6598.0         3820.0       0.31219512          22400
## 234    0.6875        8723.0         4051.0       0.28008299          19500
## 235    0.3949       22319.5         6690.0       0.34650957          21400
## 236    0.5898       22125.0         8750.0       0.64353219          30200
## 237    0.7132       13585.0         4365.0       0.41156069          15300
## 238    0.7773       26563.0         4750.0       0.44954302          32100
## 239    0.7217       25000.0         7500.0       0.59163987          30700
## 240    0.9009        5500.0         3621.5       0.25000000          26800
## 241    0.4539        7782.0         4750.0       0.32567050          11800
## 242    0.4132       10229.0         4020.0       0.43727628          24000
## 243    0.7274       24500.0         9500.0       0.53292729          30500
## 244    0.6524        9500.0         4750.0       0.38059268          19700
## 245    0.5000        9791.0         5736.0       0.53900536          32500
## 246    0.9117       23500.0         7667.0       0.54792681          23000
## 247    0.3157        7000.0         5500.0       0.44637537          22000
## 248    0.6843       24110.0         7965.0       0.47341772          31800
## 249    0.4779       19000.0         7500.0       0.51458523          32100
## 250    0.6358       25000.0         6750.0       0.66385135          35500
## 251    0.9899       23036.0         5369.0       0.39470813          20500
## 252    0.2122       10500.0         6500.0       0.46134240          18700
## 253    0.5608       25000.0         7000.0       0.80411687          31600
## 254    0.5965       12000.0         5500.0       0.37398594          29400
## 255    0.8197       11688.0         4750.0       0.27927928          25700
## 256    0.5493       13690.0         4750.0       0.43772242          19700
## 257    0.5613        6333.0         3167.0       0.33935018          17900
## 258    0.0322        6000.0         6500.0       0.54493984          68900
## 259    0.5449       19106.5         7500.0       0.90282954          29900
## 260    0.5061       11675.0         5500.0       0.46173383          25100
## 261    0.5000       21693.5         6334.0       0.37409639          19200
## 262    0.5712       16500.0         5500.0       0.22064777          24500
## 263    0.9139       33203.0         6750.0       0.71164510          16700
## 264    0.6058       21850.0         8750.0       0.59872272          31400
## 265    0.6582        9500.0         3167.0       0.29011553          24000
## 266    0.6991       27000.0         7000.0       0.73611111          33400
## 267    0.6933       23250.0         7500.0       0.61904762          26600
## 268    0.5142       20183.5         8750.0       0.61084061          37900
## 269    0.3337        9950.0         4134.0       0.45412579          29000
## 270    0.3724       10979.0         5500.0       0.35890097          27700
## 271    1.0000       18772.0         6334.0       0.29703190          29300
## 272    0.5327       10556.0         4750.0       0.40658228          18700
## 273    0.6896       18301.0         5895.5       0.52072660          28600
## 274    0.6865       26200.0         5500.0       0.87845304          43700
## 275    0.8967       24040.0         5007.5       0.44716243          17000
## 276    0.7331       25000.0        10000.0       0.54188948          32700
## 277    0.7415       14144.0         4750.0       0.45902649          18600
## 278    0.4978       19590.0         6500.0       0.51734390          28400
## 279    0.5288       25000.0        12500.0       0.70118343          38100
## 280    0.2227       10500.0         4000.0       0.45876701          25400
## 281    0.6358        9916.0         4290.0       0.31451398          20900
## 282    0.8734       14144.0         4750.0       0.45902649          18600
## 283    0.3492       13111.0         6732.0       0.40921581          38700
## 284    0.5584       24719.0         9500.0       0.59105780          32900
## 285    0.4752       10361.0         3650.0       0.33600000          20400
## 286    0.6744       10525.0         4397.0       0.35626911          16900
## 287    0.8364       25000.0         6250.0       0.55819477          32900
## 288    0.9134       18500.0         6000.0       0.25454545          26200
## 289    0.0298        2500.0         2013.0       0.22098725          14900
## 290    0.5964       20000.0         7231.5       0.55541641          28400
## 291    0.6895       23147.0         9500.0       0.69726129          21300
## 292    0.7555       21971.0        13707.5       0.52602041          32000
## 293    0.1311        7354.5         3604.0       0.42853009          25300
## 294    0.6645       20832.0         6500.0       0.61195227          34400
## 295    0.4938       10500.0         4250.0       0.32221195          24600
## 296    0.0757        6500.0         3733.0       0.48111888          23200
## 297    0.8584       14144.0         4750.0       0.45902649          18600
## 298    0.9480       16666.0         9255.5       0.62703963          26500
## 299    0.3756       18500.0         6500.0       0.61932521          33800
## 300    0.7577       27000.0         8750.0       0.73455378          32600
## 301    0.2894        7850.0         3675.0       0.45445445          23800
## 302    0.5648        7600.0         4750.0       0.26363636          35100
## 303    0.5359       25000.0         9500.0       0.65277162          38700
## 304    0.4669       11289.0         4750.0       0.34879032          20300
## 305    0.9433       24167.0         6942.0       0.37175141          17100
## 306    0.0275        8000.0         4575.0       0.61597505          23800
## 307    0.5453       25000.0        11500.0       0.59805553          35100
## 308    0.4985       17092.0        10000.0       0.55282449          22900
## 309    0.3880       29213.0         5500.0       0.39390292          33400
## 310    0.7979       22237.0        12250.0       0.57746479          66200
## 311    0.8825       23036.0         5369.0       0.39470813          20500
## 312    0.9493       18825.0         4750.0       0.26960784          56100
## 313    0.9270       10500.0         4858.0       0.58677686          19900
## 314    0.7448       23000.0         5500.0       0.50000000          21100
## 315    0.2959        9200.0         5500.0       0.66443701          26500
## 316    0.6544       19000.0         8951.0       0.31196581          36900
## 317    0.8239       22396.0         4794.0       0.41040462          20200
## 318    0.5071       12205.0         6500.0       0.29636364          25200
## 319    0.8232       18772.0         6334.0       0.29703190          29300
## 320    0.8635       26000.0         7000.0       0.68728522          31400
## 321    0.5070       15553.5         7500.0       0.63563115          28200
## 322    0.6020       21031.0         6107.5       0.48441030          28000
## 323    0.4148       18432.0         8530.0       0.50180505          30800
## 324    0.5959       19984.0         6281.0       0.37886453          28200
## 325    0.6107       21500.0        10996.0       0.62226891          38800
## 326    0.6612       25000.0         6500.0       0.51857585          34500
## 327    0.3134        9500.0         5250.0       0.50040161          23300
## 328    0.6623       20562.0        10071.0       0.52578269          41400
## 329    0.5696        6333.0         4180.0       0.36619718          15200
## 330    0.4790       19589.5        10000.0       0.86042693          34000
## 331    0.7046       25358.0         9500.0       0.54756637          31300
## 332    0.5285       16000.0         5500.0       0.21126761          30000
## 333    0.7987       14144.0         4750.0       0.45902649          18600
## 334    0.5636       16000.0         6250.0       0.55700326          31700
## 335    0.7254       18359.5         5166.0       0.19951608          30600
## 336    0.0942        5600.0         2800.0       0.20846252          17500
## 337    0.7050        5822.0         2926.0       0.11077716          32600
## 338    0.7891       26189.0         9500.0       0.59722222          32600
## 339    0.6563        9791.0         5736.0       0.53900536          32500
## 340    0.5194        7312.0         4750.0       0.30042918          19100
## 341    0.6541        9916.0         4290.0       0.31451398          20900
## 342    0.7449       17886.5         5945.5       0.41768416          20100
## 343    0.7155       40037.5         9500.0       0.38679245          34700
## 344    0.7206       25000.0        12750.0       0.56182796          27800
## 345    0.4791       17824.5         6537.0       0.48722986          30200
## 346    0.8161       18772.0         6334.0       0.29703190          29300
## 347    0.2193        5250.0         3500.0       0.47597024          25600
## 348    0.8905        9499.0         3959.0       0.32635253          21700
## 349    0.1117        4500.0         2625.0       0.35136054          21200
## 350    0.4670       19000.0         8750.0       0.70715766          37600
## 351    0.3279       19500.0         5500.0       0.45178236          32800
## 352    0.2409       14530.0         7500.0       0.59270290          45200
## 353    0.0656        7100.0         3500.0       0.35189552          21700
## 354    0.8692       30992.0         6273.0       0.38424493          27100
## 355    0.6903       22990.0         5500.0       0.69490485          35800
## 356    0.1818       12171.5         4000.0       0.48473968          23900
## 357    0.6729       13639.0         5750.0       0.44230769          18900
## 358    0.9857       27600.0         7100.0       0.74069149          16900
## 359    0.5088       20744.0         6334.0       0.30582524          19900
## 360    0.0367        4125.0         2883.5       0.28932758          22200
## 361    0.3439       21442.0         8250.0       0.61526439          59600
## 362    0.9809       16500.0         4750.0       0.41397849          14200
## 363    0.4061       21500.0         6425.0       0.61325967          36500
## 364    0.7263       13000.0         6334.0       0.20782852          21200
## 365    0.3164        6674.0         4500.0       0.36186770          20700
## 366    0.4972       18120.0         6417.0       0.67396907          24300
## 367    0.1216        5136.0         3500.0       0.28548834          23500
## 368    0.7333        9500.0         5744.5       0.37755102          15900
## 369    0.2409       12000.0         5500.0       0.34130256          23800
## 370    0.6005       32250.0         9500.0       0.46047763          25700
## 371    0.6180        9500.0         4750.0       0.30354449          20600
## 372    0.6232       25250.0         5500.0       0.38569519          44400
## 373    0.6262       20832.0         6500.0       0.61195227          34400
## 374    0.4539       19500.0         7500.0       0.58686258          39400
## 375    0.4908        9500.0         3500.0       0.39726962          18400
## 376    0.2322        9257.5         4750.0       0.39271925          26500
## 377    0.1351        4000.0         1750.0       0.46599496          24700
## 378    0.8501       18772.0         6334.0       0.29703190          29300
## 379    0.5548       23250.0         7500.0       0.65165262          32300
## 380    0.7930       41321.0        17740.0       0.42982456          29500
## 381    0.2158       19500.0         6535.0       0.51769464          25700
## 382    0.4135       18500.0         6250.0       0.51156463          36100
## 383    0.7326       21000.0         5500.0       0.51451613          24800
## 384    0.4487       18682.0         5663.0       0.51142355          23300
## 385    0.0363        6750.0         4500.0       0.33486005          19200
## 386    0.6159        9225.0         5500.0       0.62735849          25000
## 387    0.7541        7877.0         3753.0       0.31421672          19400
## 388    0.8130       17690.0         4078.0       0.52564103          16400
## 389    0.8318       24709.0         6132.0       0.48929305          21400
## 390    0.1985        8000.0         4411.0       0.38408086          23900
## 391    0.8840       16370.0         3983.0       0.42953020          20300
## 392    0.7484        8105.0         3500.0       0.28286853          22200
## 393    0.8941       24138.0         7000.0       0.32958802          19600
## 394    0.5289       18301.0         5895.5       0.52072660          28600
## 395    0.8352       14144.0         4750.0       0.45902649          18600
## 396    0.3666       17625.0         5449.5       0.66794381          35100
## 397    0.1246        4100.0         2500.0       0.30692308          23800
## 398    0.7770       17800.0         4867.0       0.37672456          27700
## 399    0.4244       20500.0         7700.0       0.46656442          35900
## 400    0.6000       16325.0         9500.0       0.31944444          16500
## 401    0.8473       26417.0         4750.0       0.47051862          31300
## 402    0.8415       26498.5         6334.0       0.45446097          17600
## 403    0.4414        9499.5         3500.0       0.57200838          23900
## 404    0.7718       22990.0        10500.0       0.70046320          31900
## 405    0.8182       14144.0         4750.0       0.45902649          18600
## 406    0.6673        9500.0         4474.0       0.20782509          13400
## 407    0.7302       35805.0         9470.0       0.54179761          37800
## 408    0.7767       14144.0         4750.0       0.45902649          18600
## 409    0.6488       21532.0         8750.0       0.35789474          28600
## 410    0.2335        3290.5         2013.0       0.37980769          12100
## 411    0.2503        9000.0         4500.0       0.48697021          26300
## 412    0.7154       15012.0         5568.0       0.45312500          20800
## 413    0.5416       21500.0        10000.0       0.54402790          35400
## 414    0.0253        7500.0         4250.0       0.59276108          23900
## 415    0.5067       21500.0         7986.5       0.52419667          35700
## 416    0.7951       10000.0         4750.0       0.26258993          23700
## 417    0.7157        6500.0         2488.0       0.23130435          13900
## 418    0.2386       14170.5        12500.0       0.48696007          62700
## 419    0.7491       25619.0         8250.0       0.57481368          36800
## 420    0.5662        9500.0         3500.0       0.35348193          19300
## 421    0.1700       22125.0         4832.5       0.42187500          20400
## 422    0.9679       20168.0         5644.5       0.63805104          35200
## 423    0.8426       29645.5         8250.0       0.43127364          25900
## 424    0.6087       25000.0        10995.0       0.65564950          43700
## 425    0.6655        9500.0         3560.5       0.49057715          17200
## 426    0.8134       24500.0         8250.0       0.42305388          26800
## 427    0.8122       14144.0         4750.0       0.45902649          18600
## 428    0.5627       12100.0         3977.0       0.41734104          18000
## 429    0.9671       12880.5         4750.0       0.35668790          16400
## 430    0.0542        5250.0         4750.0       0.53140863          22200
## 431    0.5905        9498.0         3529.0       0.34886183          18100
## 432    0.8196       38514.5         8063.5       0.38537876          26300
## 433    0.5729       29213.0         5500.0       0.39390292          33400
## 434    0.7642       25000.0         8750.0       0.62500000          25100
## 435    0.6598       23000.0         6333.0       0.48648649          28900
## 436    0.3924        9500.0         4750.0       0.27358491          18500
## 437    0.5805       18209.5         7000.0       0.50984683          49700
## 438    0.6556        9916.0         4290.0       0.31451398          20900
## 439    0.8551       18772.0         6334.0       0.29703190          29300
## 440    0.5964       14352.0         4852.0       0.48008342          22400
## 441    0.4801       12084.5         8578.5       0.67727273          35900
## 442    0.2176       11625.0         4750.0       0.40097403          21100
## 443    0.1924        7768.5         4500.0       0.35102673          23400
## 444    0.6782       21500.0         8336.0       0.64050633          33600
## 445    0.6618       11622.0         5500.0       0.42720764          18000
## 446    0.3137       19500.0         6500.0       0.60595802          42500
## 447    0.8648       17800.0         4867.0       0.37672456          27700
## 448    0.5307       22000.0         6476.0       0.89561856          30700
## 449    0.4819       14932.0         5382.0       0.33675748          23400
## 450    0.6657       26000.0        10179.5       0.72714870          35900
## 451    0.1536        9500.0         5500.0       0.36337761          26400
## 452    0.1036        8000.0         4076.0       0.33433962          27200
## 453    0.7744       14144.0         4750.0       0.45902649          18600
## 454    0.5641       12086.5         4750.0       0.42911877          17400
## 455    0.5490        9498.0         3529.0       0.34886183          18100
## 456    0.7144       29213.0         5500.0       0.39390292          33400
## 457    0.2647        5475.0         3044.5       0.45279751          23400
## 458    0.8362       39007.5         9500.0       0.43133747          32400
## 459    0.7519        9791.0         5736.0       0.53900536          32500
## 460    0.2963        7746.0         3500.0       0.50499616          22900
## 461    0.6893       27000.0         9500.0       0.36934673          53200
## 462    0.4132       17736.5         7000.0       0.58584952          33300
## 463    0.4419        8174.5         5500.0       0.36430595          20300
## 464    0.7009       15000.0         6000.0       0.75171737          28000
## 465    0.5101       12250.0         5250.0       0.60430528          22000
## 466    0.5563        9107.0         3377.0       0.33376906          19600
## 467    0.5640       21250.0         5500.0       0.68055556          15700
## 468    0.6282       23250.0         7500.0       0.46271493          33700
## 469    0.4520       15500.0        11132.0       0.84886183          35100
## 470    0.6388       23001.0         9500.0       0.82070883          37600
## 471    0.8138       22944.0         6187.5       0.63850932          33900
## 472    0.3161        7251.0         3180.0       0.29502046          22300
## 473    0.9421        7500.0         4750.0       0.33587786          15800
## 474    0.6293       27000.0         7250.0       0.73210634          32200
## 475    0.4721       19839.0         6500.0       0.50912558          33800
## 476    0.9591       23036.0         5369.0       0.39470813          20500
## 477    0.7198       12500.0         6206.5       0.44736842          16500
## 478    0.5597       13025.0         5500.0       0.40868897          22900
## 479    0.0943        8252.0         3614.0       0.36152416          29900
## 480    0.9518       10136.0         3187.0       0.17274168          27900
## 481    0.8435       18772.0         6334.0       0.29703190          29300
## 482    0.4263       10000.0         3500.0       0.31565603          13700
## 483    1.0000        7900.0         4088.5       0.18261413          19800
## 484    0.9140       27458.0         5667.0       0.51785714          23400
## 485    0.7720       18772.0         6334.0       0.29703190          29300
## 486    0.1965        9250.0         5500.0       0.45839416          31700
## 487    0.5808       25000.0        12500.0       0.67318436          32900
## 488    0.3846       10500.0         5000.0       0.44677284          22900
## 489    0.6576       20000.0         5841.0       0.47448980          16300
## 490    0.8107       29213.0         5500.0       0.39390292          33400
## 491    0.4292       22992.0         6618.5       0.67052980          34200
## 492    0.6952        3431.0         4750.0       0.20264317          21000
## 493    0.7125        6333.0         3708.0       0.41481481          12800
## 494    0.9111       21175.5         5500.0       0.42264889          27300
## 495    0.7130       13500.0         5500.0       0.13399504          33700
## 496    0.4312       24759.0         9000.0       0.57325247          27600
## 497    0.6824        6875.0          603.0       0.57037037          15500
## 498    0.4842       20766.0         8750.0       0.70764081          42400
## 499    0.6171       24836.5         7500.0       0.49050873          27000
## 500    0.8673       15485.0         6332.0       0.41336230          26900
## 501    0.9093       16725.0         6334.0       0.30221300          22300
## 502    0.9469       10708.0         3500.0       0.34131737          15500
## 503    0.3690       19013.5         7500.0       0.41710758          33500
## 504    0.3573       10483.5         4623.0       0.31005324          25600
## 505    0.6352       24000.0         7125.0       0.73485342          33900
## 506    0.3533       15834.0         5500.0       0.40205266          21700
## 507    0.3967       19000.0         7350.0       0.73310424          39200
## 508    0.4269       19468.0         8250.0       0.57598231          37000
## 509    0.8502        9500.0         4750.0       0.42460317          36100
## 510    0.9291       19000.0         8125.5       0.58252122          33700
## 511    0.8527       17800.0         4867.0       0.37672456          27700
## 512    0.9524        9500.0         3500.0       0.41993387          28600
## 513    0.4545       17500.0         7173.5       0.36708861          33200
## 514    0.5918       20000.0        11750.0       0.61192214          36700
## 515    0.8048       25000.0         9500.0       0.51179673          44700
## 516    0.5308       14250.0         8750.0       0.55374150          30000
## 517    0.5000        6301.0         3750.0       0.56097561          13300
## 518    0.2546       11287.0         4189.0       0.38954523          24100
## 519    0.8044       24000.0         5500.0       0.71021021          26700
## 520    0.9558       20000.0         6250.0       0.38596491          19400
## 521    0.8179        9669.0         4296.0       0.33414044          17400
## 522    0.0169        5812.0         4000.0       0.51812844          21400
## 523    0.1274        6500.0         4500.0       0.32269504          27300
## 524    0.4541       23500.0         7500.0       0.64467153          45400
## 525    0.4387       20608.5         9750.0       0.61268939          33500
## 526    0.8265       31000.0         9500.0       0.76556017          21500
## 527    0.7920       29500.0         6334.0       0.31851852          24000
## 528    0.3499       15250.0         5500.0       0.32088644          32600
## 529    0.5521       22625.0         6500.0       0.50224588          29700
## 530    0.8745        7856.5         3875.5       0.31444759          19200
## 531    0.3977       16500.0        10726.0       0.71568370          34300
## 532    0.5604        9500.0         4750.0       0.32721382          22200
## 533    0.6166        9500.0         4750.0       0.36733417          19300
## 534    0.8062       18772.0         6334.0       0.29703190          29300
## 535    0.2014        8964.0         4803.0       0.44798395          27800
## 536    0.8393       18808.5         4750.0       0.37485898          21600
## 537    0.5075       11000.0         4480.0       0.40314136          18400
## 538    0.4351       19500.0         5864.0       0.48745247          29600
## 539    0.7112       19323.0         9807.0       0.64412698          23000
## 540    0.4732        9500.0         3223.0       0.32666667          24300
## 541    0.3508        7500.5         3719.0       0.48658900          23700
## 542    0.6371        9500.0         4530.0       0.35564854          21000
## 543    0.6810       27000.0         6375.0       0.67458432          22100
## 544    0.6276        8615.0         4578.0       0.36646500          18200
## 545    0.5568       23250.0         7500.0       0.37467700          38700
## 546    0.6402       12046.0         5890.0       0.46017699          18900
## 547    0.5137       25000.0         6500.0       0.81349782          51500
## 548    0.5873       25556.0         8750.0       0.60062893          33500
## 549    0.2684       11501.0         4875.0       0.41609779          27700
## 550    0.0421        7000.0         4500.0       0.55419337          23700
## 551    0.6235        9500.0         4750.0       0.29507212          17700
## 552    0.7103       15208.5         9514.0       0.57425743          27200
## 553    0.5538       21523.0         8250.0       0.55627585          32000
## 554    0.6070       23000.0         6393.0       0.56737137          36000
## 555    0.0071        3500.0         3500.0       0.39914163          23700
## 556    0.8840       26417.0         4750.0       0.47051862          31300
## 557    0.4961        6333.0         3720.0       0.29964747          26300
## 558    0.7212       12000.0         5500.0       0.25945946          20800
## 559    0.9580       22138.5         6334.0       0.48656542          16600
## 560    0.8813       39007.5         9500.0       0.43133747          32400
## 561    0.7298       12228.0         4750.0       0.45165622          26100
## 562    0.6593        9865.0         4750.0       0.45161290          17900
## 563    0.4675       18850.0         7500.0       0.67049808          31200
## 564    0.8500       14144.0         4750.0       0.45902649          18600
## 565    0.8365       14144.0         4750.0       0.45902649          18600
## 566    0.2486       11500.0         4750.0       0.50309358          34600
## 567    0.7578       25374.0         9500.0       0.63139120          37700
## 568    0.3681       10250.0         4000.0       0.50736127          24100
## 569    0.7500       14144.0         4750.0       0.45902649          18600
## 570    0.6803        9065.5         3500.0       0.24248851          23600
## 571    1.0000       23292.0         7277.0       0.47416762          24800
## 572    0.6408       16500.0         5000.0       0.29585799          20400
## 573    0.7994       11386.0         3444.0       0.41902072          19900
## 574    0.6730        9500.0         4750.0       0.30742049          28200
## 575    0.8170       24833.0         6750.0       0.61500975          31200
## 576    0.6702        6333.0         4750.0       0.41162791          17000
## 577    0.7081        9500.0         4750.0       0.34581570          18700
## 578    0.0348        3559.0         3105.0       0.54478976          21000
## 579    0.9149       23500.0         7667.0       0.54792681          23000
## 580    0.6864       22332.0        15236.5       0.57714959          36800
## 581    0.5699       25250.0         5500.0       0.38569519          44400
## 582    0.1677       10500.0         5500.0       0.40500000          22300
## 583    0.4162       20500.0         5500.0       0.67572464          37400
## 584    0.7872       26000.0         8250.0       0.45686381          24800
## 585    0.4940       30243.5         9250.0       0.64462081          34200
## 586    0.6592       25000.0         9500.0       0.52667197          35800
## 587    0.5049        5805.0         2766.5       0.33054393          20100
## 588    0.5907       12228.0         5500.0       0.41283735          23500
## 589    0.8658       17800.0         4867.0       0.37672456          27700
## 590    0.5187        9833.0         4750.0       0.27464789          18700
## 591    0.9600       24040.0         5007.5       0.44716243          17000
## 592    0.8410       17886.5         5945.5       0.41768416          20100
## 593    0.2731        9750.0         4750.0       0.50356019          22600
## 594    0.4181       16500.0         5215.0       0.35568121          25600
## 595    0.5436        9500.0         5746.0       0.38139535          25100
## 596    0.8320       25750.0         8250.0       0.56558533          29200
## 597    0.1058        9500.0         5500.0       0.49812925          26300
## 598    0.4279       26048.0         7834.0       0.49267395          25800
## 599    0.1335        7750.0         4375.0       0.40563380          27400
## 600    0.8394        3619.5         2220.0       0.44400940          16800
## 601    0.9280       15429.5         4750.0       0.24521739          26900
## 602    0.5434       23000.0        14000.0       0.78360891          40300
## 603    0.7419       27538.0         8750.0       0.69127517          20900
## 604    0.6768       25000.0         5628.0       0.68796069          33600
## 605    0.6331        7550.0         3500.0       0.23936170          19200
## 606    0.6039        9500.0         4859.0       0.40535117          17700
## 607    0.4877        9000.0         6500.0       0.26655765          17700
## 608    0.4344       22000.0         7000.0       0.61736771          30200
## 609    0.7786       27000.0         9825.0       0.68765743          31000
## 610    0.9284       41000.0         9500.0       0.75305292          16800
## 611    0.2612        4913.0         2578.0       0.26896485          15900
## 612    0.0553        3500.0         1811.0       0.48276394          23900
## 613    0.8112       14645.0         6332.0       0.49565217          14100
## 614    0.5537       16698.0         7854.0       0.40740741          32600
## 615    0.7762       26012.5         7725.0       0.33261072          27200
## 616    0.7834       24000.0        10250.0       0.72552448          25600
## 617    0.9368       12125.0         4750.0       0.22021661          30500
## 618    0.5628       12000.0         4750.0       0.21333333          28400
## 619    0.3076       10438.5         5499.0       0.47084101          25600
## 620    0.8612        9500.0         3167.0       0.29011553          24000
## 621    0.6020       23750.0         8250.0       0.69983507          34600
## 622    0.2102       10000.0         4946.0       0.44865297          24000
## 623    0.6043       27000.0         6442.0       0.87161640          37400
## 624    0.2294       10478.0         3533.0       0.54892260          18800
## 625    0.2824        6307.5         3500.0       0.35254989          24300
## 626    0.1668        5500.0         3500.0       0.40139211          23000
## 627    0.4159       21000.0         7500.0       0.46586902          34300
## 628    0.7333        9500.0         4750.0       0.35250464          19300
## 629    0.4142       10250.0         4604.5       0.42565468          26500
## 630    0.6032       16500.0         4750.0       0.44179104          13700
## 631    0.7680        9433.0         6684.0       0.36188179          23700
## 632    0.1771        7000.0         4312.0       0.36617165          25200
## 633    0.7571       20223.5         6000.0       0.43572615          21800
## 634    0.6965       25000.0         8750.0       0.60474537          27500
## 635    0.9265       12000.0         3500.0       0.34172662          17500
## 636    0.6248       19500.0         7500.0       0.52951389          23400
## 637    0.3972        8500.0         4750.0       0.35036496          29200
## 638    0.5700        7473.0         3912.0       0.37037037          24100
## 639    0.6820       12145.0         5497.0       0.43576826          15900
## 640    0.7600       27000.0         9500.0       0.58441558          29700
## 641    0.6058        9500.0         4750.0       0.36775956          20800
## 642    0.3852       18500.0         6250.0       0.41670310          25900
## 643    0.4664       17300.0         6078.0       0.33526012          33400
## 644    0.3398       15676.5         5500.0       0.53801917          28300
## 645    0.7027        5625.0         3014.0       0.48546512          22300
## 646    0.6448       26500.0         8250.0       0.50152453          37500
## 647    0.5979        9833.0         6024.5       0.35260116          14800
## 648    0.1715        9500.0         5339.0       0.30405405          21900
## 649    0.8246       14144.0         4750.0       0.45902649          18600
## 650    0.4027       10541.5         4750.0       0.48888889          20200
## 651    0.5711        9500.0         3500.0       0.35107169          18800
## 652    0.8179       30992.0         6273.0       0.38424493          27100
## 653    0.0000        3500.0         3400.0       0.22580645          13900
## 654    0.3127       17500.0         6297.5       0.68229167          53000
## 655    0.6074        9500.0         3958.0       0.39435285          25100
## 656    0.7212       20000.0         8250.0       0.37712519          37700
## 657    0.6711       18284.5         8867.0       0.44500846          23600
## 658    0.5007       23501.5         8750.0       0.80993852          45200
## 659    0.2007        8899.0         4573.0       0.36412717          21800
## 660    0.4913       23000.0         7375.0       0.77535658          43100
## 661    0.5833       14500.0         5125.0       0.36290323          17000
## 662    0.3458       21187.5         6990.0       0.75551294          45300
## 663    0.7126       23250.0         9500.0       0.62338933          35800
## 664    0.6325        9065.5         3500.0       0.24248851          23600
## 665    0.9459       20000.0         6250.0       0.38596491          19400
## 666    0.6589       17949.5         4750.0       0.24930680          33700
## 667    0.7418       22925.0         6500.0       0.66860465          24300
## 668    0.1862        6750.0         3500.0       0.41394659          21100
## 669    0.7342       19993.5         6334.0       0.32363636          20500
## 670    0.4826       20250.0         7624.0       0.53868064          33200
## 671    0.8623       39007.5         9500.0       0.43133747          32400
## 672    0.5696       21818.0         8400.0       0.36255676          26600
## 673    0.4535        8000.0         3500.0       0.27316198          27700
## 674    0.9022       19852.0         5570.0       0.45978986          18700
## 675    0.3543       12000.0         5500.0       0.42797349          23900
## 676    0.5969        9500.0         4297.5       0.19747899          30100
## 677    0.7599       17800.0         4867.0       0.37672456          27700
## 678    0.4292        7455.0         3741.5       0.28571429          15400
## 679    0.6574       18750.0         8616.0       0.51643192          35300
## 680    0.7083       12000.0         6531.0       0.66999169          22800
## 681    0.7582       30201.0         9500.0       0.70221328          21500
## 682    0.5793       13505.5         5500.0       0.61683137          23100
## 683    0.4373       21250.0         6585.0       0.61460235          30800
## 684    0.3817       11450.0         4500.0       0.40157480          21400
## 685    0.9151       39007.5         9500.0       0.43133747          32400
## 686    0.3037        5500.0         3500.0       0.25891473          15000
## 687    0.8390       28000.0        12000.0       0.69015097          36300
## 688    0.7400       25098.0        10721.0       0.65528634          25900
## 689    0.6604        8917.0         4304.0       0.41401274          10600
## 690    0.4281        9750.0         5500.0       0.42891958          23000
## 691    0.5752       11120.0         4616.0       0.29852170          18600
## 692    0.0212        3500.0         3500.0       0.51194296          19100
## 693    0.8677       14144.0         4750.0       0.45902649          18600
## 694    0.8062       26251.0        12000.0       0.64240506          35300
## 695    0.6994       25125.0         8250.0       0.43920596          22100
## 696    0.3614        9821.0         4750.0       0.32856066          26400
## 697    0.1689        8250.0         3500.0       0.27698389          15100
## 698    0.7276       27000.0         9500.0       0.55154251          41700
## 699    0.8245       18772.0         6334.0       0.29703190          29300
## 700    0.5144        9500.0         4750.0       0.19669707          31900
## 701    0.7729       11119.0         3996.0       0.27329193          16400
## 702    0.8821       23036.0         5369.0       0.39470813          20500
## 703    0.1176       10640.0         4403.5       0.37745665          21200
## 704    0.4956       21875.0         6500.0       0.52554889          30400
## 705    0.7969       30992.0         6273.0       0.38424493          27100
## 706    0.8622       11250.0         5524.0       0.32946429          26100
## 707    0.7485        9500.0         4011.0       0.35446686          25900
## 708    0.8839       17800.0         4867.0       0.37672456          27700
## 709    0.8717       17886.5         5945.5       0.41768416          20100
## 710    0.6008       19688.0         5520.0       0.49092929          27200
## 711    0.8500        5326.0         2597.5       0.22829582          30300
## 712    0.6185       29250.0         9500.0       0.51181102          22100
## 713    0.5364       25000.0         7955.0       0.56998557          44100
## 714    0.3212       18072.0         7000.0       0.42252750          40900
## 715    0.1947        6750.0         3500.0       0.32909931          26200
## 716    0.9398       25000.0        10167.0       0.70860927          35500
## 717    0.1550       12333.0         6505.0       0.34476367          25400
## 718    0.8114       28000.0         9500.0       0.70774648          26400
## 719    0.8725       20000.0         4750.0       0.45430346          30400
## 720    0.2248        8396.0         4258.0       0.35887750          22200
## 721    0.8676       18772.0         6334.0       0.29703190          29300
## 722    0.6681        8708.0         3745.0       0.36971707          25000
## 723    0.7467        7000.0         4750.0       0.34745763          16500
## 724    0.6598        8976.5         3750.0       0.31016731          14000
## 725    0.4022       12000.0         5500.0       0.42117376          32500
## 726    0.4851        9866.0         4750.0       0.36772983          21900
## 727    0.4158       19000.0         8000.0       0.87631912          54000
## 728    0.7036        9500.0         4750.0       0.31395349          20200
## 729    0.0000        4000.0         3000.0       0.36200378          19900
## 730    0.6764       27000.0         5500.0       0.71575342          35000
## 731    0.4267       13250.0         5500.0       0.36897275          21400
## 732    0.2890        8140.0         3500.0       0.35363201          25900
## 733    0.7403       16500.0         4750.0       0.36518047          14700
## 734    0.2866       32639.0         6334.0       0.48332546          36500
## 735    0.6031        9433.0         6684.0       0.36188179          23700
## 736    0.5467       22187.0         6500.0       0.80050988          32500
## 737    0.6340       23086.0         6727.5       0.37524704          34500
## 738    0.7308        9500.0         4698.5       0.35170604          23800
## 739    0.7796       21730.0        14313.0       0.74485078          24600
## 740    0.6094       24722.0         7000.0       0.51307692          31200
## 741    0.8024       16028.0         5118.0       0.19546742          40500
## 742    0.6696        9500.0         3969.0       0.36447520          22700
## 743    0.7510       29213.0         5500.0       0.39390292          33400
## 744    0.9111        9100.0         4394.5       0.36734694          20100
## 745    0.8446       17886.5         5945.5       0.41768416          20100
## 746    0.1063        8667.0         4100.0       0.30377988          25000
## 747    0.5565        4264.0         2301.0       0.27037037          13600
## 748    0.4520       22125.0         7500.0       0.66029412          61500
## 749    0.5002       25000.0        10250.0       0.77058279          31800
## 750    0.6805       24671.0        10750.0       0.67592593          30300
## 751    0.4786        9500.0         4750.0       0.42924528          15800
## 752    0.9587       17886.5         5945.5       0.41768416          20100
## 753    0.5807        9500.0         4750.0       0.44065282          16600
## 754    0.8455       14144.0         4750.0       0.45902649          18600
## 755    0.4272        9500.0         4750.0       0.35825545          19900
## 756    0.2317        7568.0         3215.0       0.31276857          25000
## 757    0.4766       20832.0         6500.0       0.61195227          34400
## 758    0.4825       21150.0         5500.0       0.65986395          27200
## 759    0.4955       10506.0         4750.0       0.39906103          17200
## 760    0.8615        6600.0         3500.0       0.38244514          18400
## 761    0.6149       27000.0         8000.0       0.81166667          33800
## 762    0.8391       25750.0         6752.0       0.33668045          19200
## 763    0.5439       10000.0         5125.0       0.49122807          15400
## 764    0.7629       18772.0         6334.0       0.29703190          29300
## 765    0.7403        9500.0         4750.0       0.31917717          19600
## 766    0.5289        9500.0         4039.0       0.37988281          20000
## 767    0.8503       24373.0         6334.0       0.31637650          26100
## 768    0.1178        9077.5         5000.0       0.64360656          28100
## 769    0.4682        7500.0         3971.0       0.44018059          21000
## 770    0.4414       10401.5         4750.0       0.43047996          23500
## 771    0.8359       10496.0         3750.0       0.40096618          14000
## 772    0.5796       23167.5         8750.0       0.58480121          29500
## 773    0.8746       24230.0         7523.5       0.60262009          29800
## 774    0.8758       20000.0         3800.0       0.38918919          42700
## 775    0.6065        9500.0         4463.0       0.27173913          16000
## 776    0.8571        8105.0         3500.0       0.28286853          22200
## 777    0.8526       18772.0         6334.0       0.29703190          29300
## 778    0.6379       18404.0         6364.0       0.43981481          19400
## 779    0.8006       24375.5         9500.0       0.49488372          34700
## 780    0.6054       23875.0         8077.0       0.39889662          35000
## 781    0.8465       15418.0         4097.0       0.34410112          15800
## 782    0.6382       21778.0         7500.0       0.48835404          30100
## 783    0.5498        7379.0         4750.0       0.40196078          15100
## 784    0.6893       26500.0         8250.0       0.50152453          37500
## 785    0.7808       38514.5         8063.5       0.38537876          26300
## 786    1.0000        9500.0         4328.0       0.46086957          14500
## 787    0.6006       21300.0         6449.5       0.43230626          31200
## 788    0.8907       21175.5         5500.0       0.42264889          27300
## 789    0.9291       19180.0         8750.0       0.41056911          23600
## 790    0.6583       15330.0         4750.0       0.33864169          21200
## 791    0.8897       35000.0        10400.0       0.76210705          21700
## 792    0.1495       10000.0         5500.0       0.33945412          31300
## 793    0.5677       18373.0         7000.0       0.56155679          32400
## 794    0.6500       18772.0         6334.0       0.29703190          29300
## 795    0.7644       12125.0         5564.5       0.43234426          24100
## 796    0.6441        9498.0         3529.0       0.34886183          18100
## 797    0.3972       19000.0         8750.0       0.52323258          38400
## 798    0.4655       14200.0         5500.0       0.49269265          30700
## 799    0.2652        5500.0         4000.0       0.25507398          15500
## 800    0.8281       14144.0         4750.0       0.45902649          18600
## 801    0.5296       24395.0         6500.0       0.42647059          32000
## 802    0.3808        5500.0         3500.0       0.25891473          15000
## 803    0.2870        7882.0         4907.0       0.40924658          24700
## 804    0.5755        8750.0         3698.0       0.24017467          17700
## 805    0.0558        3395.0         2449.5       0.29404762          23500
## 806    0.7660        9507.0         4225.0       0.22222222          18600
## 807    0.0887        5500.0         3500.0       0.28442115          20500
## 808    0.6414       23228.0         8667.0       0.59186352          29800
## 809    0.8898       39007.5         9500.0       0.43133747          32400
## 810    0.2895       32639.0         6334.0       0.48332546          36500
## 811    0.7447       24854.0         6365.0       0.40679245          18300
## 812    0.5130       11750.0         6250.0       0.40920176          26300
## 813    0.4459       10999.0         4000.0       0.35005923          27800
## 814    0.7876        9500.0         4698.5       0.35170604          23800
## 815    0.2732        8750.0         3750.0       0.28811700          20400
## 816    0.1835        9862.0         4357.5       0.37342242          25100
## 817    0.9078        5500.0         3750.0       0.34250765          12400
## 818    0.7379       16004.0         5216.0       0.30865103          21100
## 819    0.8039       17800.0         4867.0       0.37672456          27700
## 820    0.6657       29213.0         5500.0       0.39390292          33400
## 821    0.8600       31000.0         9500.0       0.78378378          22100
## 822    0.5064       29213.0         5500.0       0.39390292          33400
## 823    0.1318        6500.0         3500.0       0.42588759          25500
## 824    0.3668       15000.0         8250.0       0.64001827          30200
## 825    0.7492       39007.5         9500.0       0.43133747          32400
## 826    0.0220       14000.0         6356.0       0.41994382          29100
## 827    0.8239       30992.0         6273.0       0.38424493          27100
## 828    0.9003        7938.0         3437.0       0.40815412          24100
## 829    0.5289       21250.0         9022.0       0.64030692          41000
## 830    0.5289       21500.0         6500.0       0.51754386          32500
## 831    0.4127       18500.0         9500.0       0.71088534          34100
## 832    0.5623        8708.0         3745.0       0.36971707          25000
## 833    0.9329        8456.0         4029.0       0.36962306          18400
## 834    0.9160       20000.0         6334.0       0.44207890          21500
## 835    0.4849       18593.0         8250.0       0.56165210          33300
## 836    0.5779       25000.0         5500.0       0.67462687          42100
## 837    0.5582       11622.0         5500.0       0.42720764          18000
## 838    0.2242        8250.0         3500.0       0.27698389          15100
## 839    0.7094       15823.0         4750.0       0.39393939          12500
## 840    0.4661       21790.0         7500.0       0.60130719          36200
## 841    0.7130        8565.0         3357.0       0.25652714          16400
## 842    0.8333       14099.0         4750.0       0.61290323          39500
## 843    0.8093       29213.0         5500.0       0.39390292          33400
## 844    0.5660       14350.0         5221.0       0.32275641          14700
## 845    0.6482       29213.0         5500.0       0.39390292          33400
## 846    0.2353        7500.0         3750.0       0.40000000          39000
## 847    0.8218       18772.0         6334.0       0.29703190          29300
## 848    0.1818        8385.0         4500.0       0.39442231          23700
## 849    0.4027        9499.5         4750.0       0.24852071          22200
## 850    0.7040       26000.0         7237.0       0.64298725          33200
## 851    0.6235       15324.0         8399.0       0.36551724          20300
## 852    0.5094        7917.0         3959.5       0.33753943          23100
## 853    0.6650       21693.5         6334.0       0.37409639          19200
## 854    0.7002        9500.0         4750.0       0.34928230          15000
## 855    0.6980       25379.0         6250.0       0.70926518          29800
## 856    0.7707        9500.0         4750.0       0.35250464          19300
## 857    0.8694       13280.0         4750.0       0.23566879          32600
## 858    0.9397       10771.0         4750.0       0.37775330          22200
## 859    0.5867       10876.0         5719.5       0.33093525          17900
## 860    0.9429       23036.0         5369.0       0.39470813          20500
## 861    0.7520       12125.0         4743.0       0.32562278          20200
## 862    0.6309        9500.0         4750.0       0.36525130          19700
## 863    0.4444       12000.0         5500.0       0.20442319          33300
## 864    0.8824       29213.0         5500.0       0.39390292          33400
## 865    0.4179       15000.0         6500.0       0.55414820          34300
## 866    0.8636       18772.0         6334.0       0.29703190          29300
## 867    0.8088       19852.0         5570.0       0.45978986          18700
## 868    0.3165       12000.0         5500.0       0.33267327          24800
## 869    0.7078       21502.0         8005.0       0.64222798          29600
## 870    0.1838       12000.0         5500.0       0.61904762          22500
## 871    0.7623        6128.0         3167.0       0.19047619          26600
## 872    0.1190        5075.0         3000.0       0.35277583          21500
## 873    0.8924       21821.5         9500.0       0.39240506          24900
## 874    0.8990        7500.0         2500.0       0.21812081          48500
## 875    0.7302       19500.0         8250.0       0.44944945          26700
## 876    0.4542       18593.0         8250.0       0.56165210          33300
## 877    0.7392       25000.0         9500.0       0.52724359          30200
## 878    0.8230       20000.0         6089.5       0.32011747          27500
## 879    0.5807       25000.0        12000.0       0.90833333          33900
## 880    0.7860       27500.0        10500.0       0.64877301          30700
## 881    0.8490        7917.0         3959.0       0.29047619          21600
## 882    0.0444        8250.0         4750.0       0.56373649          25000
## 883    0.5270       12000.0         5500.0       0.26331583          28500
## 884    0.2048       10375.0         3962.5       0.33116037          26900
## 885    0.8144       39007.5         9500.0       0.43133747          32400
## 886    0.2563        4500.0         2450.0       0.36075353          20600
## 887    0.3356       13000.0         5445.0       0.54998526          26200
## 888    0.6773       17344.5        11500.0       0.35277383          42300
## 889    0.7077       25000.0         9098.0       0.41275797          27800
## 890    0.9815        8607.0         3991.0       0.25189647          19600
## 891    0.8229       12125.0         4743.0       0.32562278          20200
## 892    0.1347        5751.5         3500.0       0.42518600          21700
## 893    0.7633       29500.0         9500.0       0.59090909          38900
## 894    0.5526        9500.0         3560.5       0.49057715          17200
## 895    0.9250        9500.0         4750.0       0.35250464          19300
## 896    0.5925        9500.0         4750.0       0.38767651          28200
## 897    0.6454       29213.0         5500.0       0.39390292          33400
## 898    0.9310       12125.0         7573.0       0.38869258          23100
## 899    0.5351       13500.0         5500.0       0.39702280          21900
## 900    0.3595       12000.0         5500.0       0.26277372          47100
## 901    0.1342        7000.0         3500.0       0.45442536          27200
## 902    0.4544       19569.0         7500.0       0.64822134          48300
## 903    0.5013       22000.0         7500.0       0.70753323          31700
## 904    0.8625       27000.0         6334.0       0.47163121          25500
## 905    0.7350       24925.0         8250.0       0.60769231          33100
## 906    0.8750        9500.0         3500.0       0.27362205          23900
## 907    0.6237       15000.0         6000.0       0.75171737          28000
## 908    0.8875        9500.0         4750.0       0.62686567          14000
## 909    0.7500       14144.0         4750.0       0.45902649          18600
## 910    0.6694        8565.0         3357.0       0.25652714          16400
## 911    0.2534        5730.0         2865.0       0.42313788          22200
## 912    0.8072       14144.0         4750.0       0.45902649          18600
## 913    0.4936        6333.0         3008.5       0.23487032          19700
## 914    0.5648       20696.0         7654.0       0.60000000          32100
## 915    0.7163       12000.0         5500.0       0.55956679          22000
## 916    0.6697       25015.0         9028.0       0.60724234          28600
## 917    0.9023       20000.0         9500.0       0.47709924          21700
## 918    0.6675        9500.0         3751.0       0.41792169          27400
## 919    0.8983       19852.0         5570.0       0.45978986          18700
## 920    0.7039        9500.0         4750.0       0.19669707          31900
## 921    0.1885       10985.0         6500.0       0.60642905          30400
## 922    0.6623       26135.0         8439.0       0.55367995          29300
## 923    0.8122       21985.0         9130.0       0.57959815          31400
## 924    0.8222       33499.0         5831.0       0.44667697          25300
## 925    0.7044       29213.0         5500.0       0.39390292          33400
## 926    0.3172       20744.0         6334.0       0.30582524          19900
## 927    0.4038       12000.0         5000.0       0.34755169          23500
## 928    0.7145       10500.0         5371.0       0.33710285          18500
## 929    0.6786       17949.5         4750.0       0.24930680          33700
## 930    0.5564       20832.0         6500.0       0.61195227          34400
## 931    0.8646       20000.0         9500.0       0.35321101          20200
## 932    0.6682        9500.0         4750.0       0.30271270          22900
## 933    0.7935       26500.0         8250.0       0.50152453          37500
## 934    0.4640        8000.0         3500.0       0.22422561          26500
## 935    0.4828       29213.0         5500.0       0.39390292          33400
## 936    0.8108       27480.0        10250.0       0.71866502          24000
## 937    0.7246       17141.5         4281.0       0.30022239          21600
## 938    1.0000        7900.0         4088.5       0.18261413          19800
## 939    0.0119        6562.5         4500.0       0.57502420          23900
## 940    0.8464       17800.0         4867.0       0.37672456          27700
## 941    0.5747        9500.0         4750.0       0.33452893          17900
## 942    0.6473       10109.0         3899.5       0.21303763          20900
## 943    0.9471       11773.0         2750.0       0.28571429          22000
## 944    0.8962       16167.0         6364.0       0.47897196          16800
## 945    0.7416       19250.0         6500.0       0.74233825          32100
## 946    0.8627       12610.0         3878.0       0.36414566          19100
## 947    0.7481       29500.0         7334.0       0.31819646          27900
## 948    0.0129        6000.0         4500.0       0.53335395          22600
## 949    0.5900        9500.0         4750.0       0.34261242          17200
## 950    0.8945       16500.0         6853.5       0.25815217          34800
## 951    0.7815       10119.0         4008.5       0.34752650          20700
## 952    0.6000        9500.0         4621.0       0.40000000          16200
## 953    0.8462       27000.0         9500.0       0.68871595          30500
## 954    0.2714       12000.0         5500.0       0.27765659          27700
## 955    0.4997        9500.0         3500.0       0.41055235          20000
## 956    0.7540       15330.0         4750.0       0.33864169          21200
## 957    0.6556        9500.0         4750.0       0.34261242          17200
## 958    0.3362        8250.0         4300.0       0.34988276          24700
## 959    0.7179       29213.0         5500.0       0.39390292          33400
## 960    0.6314       16300.0         6500.5       0.42028986          18400
## 961    0.3846        8127.0         3647.0       0.34886960          21900
## 962    0.5362        9500.0         4039.0       0.37988281          20000
## 963    0.6636       15463.0         6009.5       0.43122102          17300
## 964    0.6374       20832.0         6500.0       0.61195227          34400
## 965    0.7382       26725.0        12000.0       0.83349374          31200
## 966    0.6883        9833.0         4750.0       0.43710292          20500
## 967    0.6947       25250.0        21485.0       0.75617284          62700
## 968    0.7626        6333.0         4750.0       0.26911315          27500
## 969    0.8009        9500.0         4750.0       0.34913793          21000
## 970    0.5163       19750.0        10398.0       0.58373206          43900
## 971    0.3394        7250.0         4750.0       0.48340807          25500
## 972    0.2965       14294.0         8476.5       0.57989228          36600
## 973    0.5093       18333.0        12500.0       0.87664807          37900
## 974    0.4775       14750.0         5750.0       0.46116051          25500
## 975    0.4472       18813.0         8210.0       0.62285012          31500
## 976    0.7318       26500.0         8250.0       0.50152453          37500
## 977    0.3799       10866.5         3500.0       0.69748157          19600
## 978    1.0000       10530.0         5333.0       0.30992736          18400
## 979    0.8624       27722.0         6334.0       0.40760475          23500
## 980    0.6431       11177.0         6175.0       0.38888889          16800
## 981    0.8562       14144.0         4750.0       0.45902649          18600
## 982    0.6463        8973.0         4750.0       0.42199488          19200
## 983    0.6571       21449.0         8393.0       0.44351464          40300
## 984    0.7020       11289.0         4750.0       0.34879032          20300
## 985    0.7152       18772.0         6334.0       0.29703190          29300
## 986    0.8585       26146.0         5500.0       0.43962183          29900
## 987    0.5740       14975.0         5750.0       0.47670251          23700
## 988    0.5278       23000.0         7500.0       0.63908169          34700
## 989    0.8030       15274.0         4650.5       0.35333333          25800
## 990    0.2500       17125.0         5500.0       0.33642798          24300
## 991    0.8065       29213.0         5500.0       0.39390292          33400
## 992    0.3618        7350.5         3316.5       0.31476323          17100
## 993    0.8674       18772.0         6334.0       0.29703190          29300
## 994    0.8043        6152.0         5500.0       0.32777778          16600
## 995    0.4229       20880.0         6872.0       0.64805825          23000
## 996    0.7834       12228.0         4750.0       0.45165622          26100
## 997    0.6588       19500.0         5500.0       0.48996764          26800
## 998    0.5443        6510.0         2050.0       0.49833887          14900
## 999    0.8923       27722.0         6334.0       0.40760475          23500
## 1000   0.5912       18750.0         8250.0       0.62691131          28200
## 1001   0.5699        9500.0         4750.0       0.36525130          19700
## 1002   0.4516       15104.5         8914.0       0.69227188          33200
## 1003   0.6199       21030.0        11000.0       0.62777130          32200
## 1004   0.8752       33250.0         9500.0       0.33192835          30100
## 1005   0.6061       25000.0         8000.0       0.62395833          34200
## 1006   0.1910       11583.5         5500.0       0.49910849          27100
## 1007   0.6134        9500.0         4750.0       0.30700447          35500
## 1008   0.7969        9500.0         1750.0       0.25242718          38000
## 1009   0.8470       28250.0         6346.0       0.47878261          28500
## 1010   0.6295       25769.0        10975.0       0.68331143          38700
## 1011   0.5500       13666.0         5500.0       0.49065421          13900
## 1012   0.1866        6750.0         3500.0       0.35707121          25200
## 1013   0.7564       26500.0         9500.0       0.69806763          33000
## 1014   0.3978       11250.0         5500.0       0.52260828          21800
## 1015   0.6457       16013.5         5933.0       0.53249476          16500
## 1016   0.3158        6690.5         3191.0       0.06333333          18700
## 1017   0.0373        5200.0         3750.0       0.45335277          23700
## 1018   0.8505       14144.0         4750.0       0.45902649          18600
## 1019   0.5815        9500.0         5478.0       0.36983471          19600
## 1020   0.0605        5600.0         2800.0       0.20846252          17500
## 1021   0.8786       21000.0         6227.5       0.30378439          25600
## 1022   0.6424       16063.0         4750.0       0.23792884          35200
## 1023   0.8556       25000.0         7856.0       0.66081331          24600
## 1024   0.8702       23832.5         7387.5       0.56646217          34200
## 1025   0.0399        7000.0         4500.0       0.37789904          23800
## 1026   0.5056       16000.0         4711.0       0.28937008          26300
## 1027   0.8394       23719.0         4750.0       0.32000000          36300
## 1028   0.7598        7877.0         3753.0       0.31421672          19400
## 1029   0.8589       23000.0         7866.0       0.55256065          32200
## 1030   0.5453       19010.5         8351.5       0.61986923          31800
## 1031   0.9964       13300.0         5461.0       0.20190024          14800
## 1032   0.7271       20223.5         6000.0       0.43572615          21800
## 1033   0.3325       22319.5         6690.0       0.34650957          21400
## 1034   0.5256       26000.0         8750.0       0.80868930          46200
## 1035   0.3679        9500.0         5135.0       0.46386280          22600
## 1036   0.4738       24000.0         6000.0       0.62422998          30900
## 1037   0.8960       16167.0         6364.0       0.47897196          16800
## 1038   0.7679       18772.0         6334.0       0.29703190          29300
## 1039   0.5629       22000.0         6724.0       0.66437436          33700
## 1040   0.7591        9673.5         3500.0       0.41725352          22700
## 1041   0.9620        8607.0         3991.0       0.25189647          19600
## 1042   0.8681       18772.0         6334.0       0.29703190          29300
## 1043   0.4971       21680.0         8250.0       0.56361348          38900
## 1044   0.6392        6333.0         4749.0       0.27207637          16400
## 1045   0.7568        9500.0         4750.0       0.25654450          12700
## 1046   0.6936       25000.0         7683.0       0.83486239          36800
## 1047   0.7017       25477.0         8750.0       0.71498371          29400
## 1048   0.9699        9451.0         4750.0       0.37874097          16700
## 1049   0.7215       27000.0         7500.0       0.66441659          27600
## 1050   0.7537        7067.0         4750.0       0.18666667          38200
## 1051   0.5586        9500.0         3500.0       0.35348193          19300
## 1052   0.4539       11000.0         3794.0       0.42732659          18500
## 1053   0.6777        9500.0         4750.0       0.26506024          16900
## 1054   0.9167       17886.5         5945.5       0.41768416          20100
## 1055   0.5809       25315.0         8750.0       0.70814480          41800
## 1056   0.1716       10500.0         5585.0       0.33344088          21200
## 1057   0.7050        8562.0         3171.0       0.42595674          17700
## 1058   0.4444       21380.5         7000.0       0.42754237          34500
## 1059   0.5556       23000.0         5500.0       0.79336188          28900
## 1060   0.0923       11855.5         6833.5       0.55211358          23300
## 1061   0.9024       25833.0         6000.0       0.40324892          28700
## 1062   0.2936        8950.5         4250.0       0.50344828          24200
## 1063   0.7053       18772.0         6334.0       0.29703190          29300
## 1064   0.8870       16500.0         6334.0       0.23816568          19900
## 1065   0.4837        7909.0         5453.0       0.37129485          15700
## 1066   0.8562       20979.5         9500.0       0.39615385          40200
## 1067   0.6096       18301.0         5895.5       0.52072660          28600
## 1068   0.8991       29750.0         9500.0       0.69288703          21000
## 1069   0.2498        7882.0         4750.0       0.36490624          27600
## 1070   0.6034       13125.0         4725.0       0.48279617          28600
## 1071   0.4047       10595.0         5500.0       0.35594484          20200
## 1072   0.7617       10679.0         5500.0       0.22439024          21500
## 1073   0.4920        9500.0         3957.5       0.43916038          16300
## 1074   0.8026       31000.0         6334.0       0.41091160          23400
## 1075   0.7771       24250.0        10029.0       0.60899398          30100
## 1076   0.6628       24389.0         7667.0       0.36157480          17600
## 1077   0.6057       16842.0         5500.0       0.39189189          14300
## 1078   0.9754       24498.5         5350.0       0.39085821          17200
## 1079   0.5573       24000.0         6595.0       0.42615558          51200
## 1080   0.6584        9144.0         4303.0       0.40947075          18200
## 1081   0.8540       23292.0         7277.0       0.47416762          24800
## 1082   0.0744        6200.0         3200.0       0.28125000          23200
## 1083   0.8229       39007.5         9500.0       0.43133747          32400
## 1084   0.9388       16875.0         7500.0       0.52292264          42700
## 1085   0.3057       10313.5         5500.0       0.31668652          27900
## 1086   0.4508        5427.0         3408.0       0.38461538          15500
## 1087   0.3264       10556.0         4750.0       0.40658228          18700
## 1088   0.8546       18772.0         6334.0       0.29703190          29300
## 1089   0.3731       14534.0         7512.0       0.35812869          26100
## 1090   0.6210        9500.0         4750.0       0.30291262          24700
## 1091   0.9066       19500.0         6147.0       0.18559557          23600
## 1092   0.8730       12700.0         4000.0       0.42639594          26500
## 1093   0.6602        5600.0         2800.0       0.20846252          17500
## 1094   0.7979        9500.0         4698.5       0.35170604          23800
## 1095   0.5591       22675.0         8250.0       0.62384584          32900
## 1096   0.4138       19187.5         5500.0       0.41985768          31200
## 1097   0.6311        9500.0         3524.0       0.41856061          31700
## 1098   0.3886       12500.0         5500.0       0.42653914          27700
## 1099   0.2593       22319.5         6690.0       0.34650957          21400
## 1100   0.6304       18772.0         6334.0       0.29703190          29300
## 1101   0.6815       27000.0         5500.0       0.80479826          32200
## 1102   0.8300       17250.0        11289.0       0.46551724          47900
## 1103   0.6325       26500.0         8250.0       0.50152453          37500
## 1104   0.5608       22500.0         7938.0       0.51177524          28500
## 1105   0.6990       26000.0        15000.0       0.67776853          31100
## 1106   0.1416        8750.0         4927.5       0.40400539          27600
## 1107   0.4328       14350.0         5221.0       0.32275641          14700
## 1108   0.4294        9562.5         5485.5       0.38650307          34100
## 1109   0.8232       11087.0         3666.0       0.35014409          18400
## 1110   0.6108        9500.0         3500.0       0.41055235          20000
## 1111   0.7716        8040.0         4750.0       0.31055901          17300
## 1112   0.5346       25001.0        12129.0       0.82776801          40700
## 1113   0.6602       11400.0         7667.0       0.30917431          26900
## 1114   0.8743       31000.0         9500.0       0.74589455          20600
## 1115   0.6410        9341.0         5476.5       0.45189504          17700
## 1116   0.8550       17886.5         5945.5       0.41768416          20100
## 1117   0.5212        4230.0         2875.0       0.33766234          14300
## 1118   0.9636        7600.0         3792.0       0.38342541          26100
## 1119   0.9126       27797.0         9455.0       0.75096674          24300
## 1120   0.7524        9500.0         4750.0       0.22180451          37300
## 1121   0.1836       10495.5         4800.0       0.31309725          25900
## 1122   0.6879       25300.0         8066.5       0.47379144          19000
## 1123   0.6563       18000.0         7701.0       0.34869739          19400
## 1124   0.9729       18765.0         5500.0       0.42721088          22100
## 1125   0.8148       29500.0         7334.0       0.31819646          27900
## 1126   0.9076       28463.0        12500.0       0.75768218          27400
## 1127   0.8680        7332.0         3937.0       0.24872232          14600
## 1128   0.9251       28250.0         6346.0       0.47878261          28500
## 1129   0.7865       15042.0         5005.0       0.36175637          23400
## 1130   0.1601        7000.0         3500.0       0.44470755          26400
## 1131   0.3975       26048.0         7834.0       0.49267395          25800
## 1132   0.8312        5877.0         4750.0       0.28021978          17900
## 1133   0.4416        3483.0         1829.0       0.45238095          14100
## 1134   0.8643       17800.0         4867.0       0.37672456          27700
## 1135   0.7667       18772.0         6334.0       0.29703190          29300
## 1136   0.8523        9791.0         5736.0       0.53900536          32500
## 1137   0.9694       23036.0         5369.0       0.39470813          20500
## 1138   0.7514       20223.5         6000.0       0.43572615          21800
## 1139   0.4353        7481.0         3863.0       0.31564626          16100
## 1140   0.7663       18000.0         6405.0       0.72039678          22400
## 1141   0.8239       22450.0         8694.0       0.50644330          20400
## 1142   0.8667       30992.0         6273.0       0.38424493          27100
## 1143   0.4694       14777.0         5500.0       0.38759690          28000
## 1144   0.8638       15418.0         4097.0       0.34410112          15800
## 1145   0.7060       27000.0         7500.0       0.75029036          31700
## 1146   0.6615       13333.5         6334.0       0.40553575          25800
## 1147   0.6338       21500.0         5247.0       0.53421000          35300
## 1148   0.7327       14144.0         4750.0       0.45902649          18600
## 1149   0.3682        9000.0         5500.0       0.24462222          29000
## 1150   0.1780        6124.0         3500.0       0.38755592          23700
## 1151   0.5959       12125.0         5564.5       0.43234426          24100
## 1152   0.8267       23015.0         6600.0       0.62209302          29700
## 1153   0.2602       12001.0         4500.0       0.36217330          26800
## 1154   0.1226        9301.0         4911.0       0.49123253          29200
## 1155   0.1606       10351.0         5500.0       0.65000811          29800
## 1156   0.8820       31000.0         9500.0       0.81279251          23500
## 1157   0.1923        7750.0         4750.0       0.43305785          23300
## 1158   0.7194       25000.0         6250.0       0.59683996          31600
## 1159   0.5938        5500.0         4000.0       0.25507398          15500
## 1160   0.8997       25833.0         6000.0       0.40324892          28700
## 1161   0.7095       12663.0         5792.5       0.47225025          13500
## 1162   0.5397        9715.0         4341.5       0.36283186          17700
## 1163   0.7299       11024.0         6065.0       0.39922481          17300
## 1164   0.7295       10500.0         5371.0       0.33710285          18500
## 1165   0.7466       27000.0         6600.0       0.83040201          38700
## 1166   0.8135       18772.0         6334.0       0.29703190          29300
## 1167   0.4494       12900.0         5500.0       0.66746740          33900
## 1168   0.6742       17886.5         5945.5       0.41768416          20100
## 1169   0.6947       22000.0         9500.0       0.43514965          37100
## 1170   0.0414        9000.0         4500.0       0.40609579          23600
## 1171   0.6348        9500.0         4750.0       0.34261242          17200
## 1172   0.1594        6252.0         3500.0       0.42056075          25300
## 1173   0.7231        9916.0         4290.0       0.31451398          20900
## 1174   0.8119       27500.0         8750.0       0.71246459          30400
## 1175   0.6543        8105.0         3500.0       0.28286853          22200
## 1176   0.2120        5881.5         2518.5       0.32943740          24200
## 1177   0.6774       21250.0         9022.0       0.64030692          41000
## 1178   0.5814       19500.0        10223.5       0.70670391          30600
## 1179   0.6384       24000.0         7500.0       0.67914438          22900
## 1180   0.7017       27000.0         8750.0       0.71027217          37600
## 1181   0.1154        8000.0         3600.0       0.43621612          24700
## 1182   0.4664       18979.5         9241.0       0.54491315          34400
## 1183   0.8392        9500.0         5621.0       0.33561644          26000
## 1184   0.4058        7338.0         3670.0       0.25228758          15500
## 1185   0.7844       26000.0         6500.0       0.71453590          28000
## 1186   0.2234        8837.0         4000.0       0.53629630          22500
## 1187   0.2348       19000.0         9812.5       0.58513641          50600
## 1188   0.1434        6750.0         4220.5       0.36714976          28100
## 1189   0.3571       21500.0        16000.0       0.69753980          38600
## 1190   1.0000        6887.0         3246.5       0.39175258          22100
## 1191   0.3181       14999.0        12196.0       0.80744037          44000
## 1192   0.6563        8999.0         4585.0       0.47500000          18300
## 1193   0.9728       20832.0         6000.0       0.53000000          21600
## 1194   0.4927       27000.0         9500.0       0.62835249          29400
## 1195   0.7110       21044.5         7077.0       0.48427930          27000
## 1196   0.9583       24608.0         5859.5       0.37101893          24900
## 1197   0.8328       10796.0         4750.0       0.42006270          23300
## 1198   0.4967        6750.0         3500.0       0.46337308          20800
## 1199   0.4679       23250.0         7000.0       0.75294492          42100
## 1200   0.5968       12296.0         5636.0       0.35882353          16800
## 1201   0.8657       18772.0         6334.0       0.29703190          29300
## 1202   0.5275       25250.0        10750.0       0.68992248          25900
## 1203   0.7257       24250.0         9500.0       0.54487179          24800
## 1204   0.3125       10000.0         4000.0       0.32093547          26900
## 1205   0.7383       25000.0        10474.0       0.60815308          34200
## 1206   0.5273       21090.0         6150.0       0.45635322          27300
## 1207   0.4750       24000.0         9228.0       0.65004985          25900
## 1208   0.8344       35181.0        13712.0       0.57714286          27100
## 1209   0.7282       10109.0         3899.5       0.21303763          20900
## 1210   0.5909        6336.0         3202.5       0.39068100          12800
## 1211   0.3659       18687.0         7408.0       0.55340114          43600
## 1212   0.7017       17949.5         4750.0       0.24930680          33700
## 1213   0.1416        9250.0         8000.0       0.08499414          16100
## 1214   0.5414        9347.0         4750.0       0.31242461          22100
## 1215   0.9421       29500.0         4750.0       0.23371648          32200
## 1216   0.5607       14350.0         5221.0       0.32275641          14700
## 1217   0.5773        9833.0         4750.0       0.43167702          14500
## 1218   0.8965       22974.0         9500.0       0.51482059          32300
## 1219   0.7695       11122.5         5500.0       0.69886364          20400
## 1220   0.4650       17836.5         6500.0       0.63763441          27500
## 1221   0.8664       23500.0         7667.0       0.54792681          23000
## 1222   0.6012       25000.0         8001.0       0.79780220          41500
## 1223   0.8393        9500.0         4698.5       0.35170604          23800
## 1224   0.3105       10250.0         5250.0       0.41517857          24700
## 1225   0.7382       12750.0         6334.0       0.41100917          18100
## 1226   0.7944       23361.0         9500.0       0.73552124          19500
## 1227   0.9634       12125.0         4750.0       0.28754448          16800
## 1228   0.6832       26622.0         9500.0       0.75079365          33000
## 1229   0.7684       25500.0         7500.0       0.71527778          35000
## 1230   0.5013       13074.5         5776.0       0.29905703          30300
## 1231   0.6484       21000.0         5750.0       0.43695292          26000
## 1232   0.8396       12000.0         7640.0       0.26197836          30200
## 1233   0.6123       23684.5         7628.0       0.56893768          32100
## 1234   0.3237        9950.0         5500.0       0.44682436          28400
## 1235   0.3426       11625.0         4750.0       0.40097403          21100
## 1236   0.9673        9500.0         4629.5       0.32735962          24700
## 1237   0.7086       27000.0         8750.0       0.68818514          35900
## 1238   0.8345       24500.0         4750.0       0.55066498          27500
## 1239   0.8835       24040.0         5007.5       0.44716243          17000
## 1240   0.5197        9457.0         4372.0       0.35702103          14900
## 1241   0.8162       14000.0         7000.0       0.58808933          28400
## 1242   0.9773       15717.0         4750.0       0.29468599          15200
## 1243   0.8682       24607.0         9500.0       0.45841035          30900
## 1244   0.2779       11676.0         5405.0       0.40441176          31000
## 1245   0.6991       25000.0         7500.0       0.72304440          35000
## 1246   0.8372        9791.0         5736.0       0.53900536          32500
## 1247   0.1456        5500.0         2849.5       0.58827751          24500
## 1248   0.8155       20000.0         7500.0       0.54336043          34600
## 1249   0.6905        8603.0         2125.0       0.39354839          20900
## 1250   0.8826        7938.0         3437.0       0.40815412          24100
## 1251   0.7642       27000.0         8250.0       0.75338753          30800
## 1252   0.8930       23750.5         4875.0       0.55263158          50900
## 1253   0.8547       27000.0         9750.0       0.40784314          21000
## 1254   0.6379       26583.0         6214.5       0.45188168          28800
## 1255   0.5739       26000.0         9500.0       0.50128866          31300
## 1256   0.8431       23000.0         4500.0       0.57777578          49500
## 1257   0.4585       29213.0         5500.0       0.39390292          33400
## 1258   0.8340       26500.0         9500.0       0.77337110          31600
## 1259   0.4375        8827.0         4639.0       0.25409130          24700
## 1260   0.4392        9500.0         4750.0       0.34084821          21000
## 1261   0.4930        9500.0         5500.0       0.39746094          27300
## 1262   0.5931       21500.0         6500.0       0.41576725          35000
## 1263   0.7384       12000.0         5500.0       0.20735786          32500
## 1264   0.8015       18772.0         6334.0       0.29703190          29300
## 1265   0.4618       25000.0         5189.0       0.61329305          38200
## 1266   0.5192       29213.0         5500.0       0.39390292          33400
## 1267   0.1384        8505.0         4188.0       0.36780745          25700
## 1268   0.7795       18772.0         6334.0       0.29703190          29300
## 1269   0.1027        7600.0         4750.0       0.44742991          26700
## 1270   0.9359        9500.0         4750.0       0.30354449          20600
## 1271   0.0559        6889.5         4000.0       0.49357287          23100
## 1272   0.5248       25000.0         9000.0       0.81300813          23300
## 1273   0.9651       12125.0         4750.0       0.28754448          16800
## 1274   0.5702       22250.0         7500.0       0.75704657          36700
## 1275   0.0854        9342.0         5000.0       0.50283860          29600
## 1276   0.4582       10000.0         3500.0       0.42679783          23700
## 1277   0.6012        9833.0         4750.0       0.27464789          18700
## 1278   0.4348       21559.5         8305.0       0.55350675          29800
## 1279   0.9178       14144.0         4750.0       0.45902649          18600
## 1280   0.6088        9500.0         4750.0       0.38767651          28200
## 1281   0.6471       16500.0         6077.0       0.36630037          17400
## 1282   0.5176        7813.0         6095.0       0.51287554          27200
## 1283   0.6667        9791.0         5736.0       0.53900536          32500
## 1284   0.8342       27168.0        11524.0       0.56377953          25200
## 1285   0.7250        9020.0         3375.0       0.32605178          15200
## 1286   0.8546       18772.0         6334.0       0.29703190          29300
## 1287   0.7493        7877.0         3753.0       0.31421672          19400
## 1288   0.4765        6333.0         4193.0       0.30957684          16900
## 1289   0.7495       25798.0         7834.0       0.43686869          16300
## 1290   0.7307       27000.0         5702.0       0.76941458          35100
## 1291   0.3639        9750.0         4750.0       0.37823475          21700
## 1292   0.5083       24500.0         6600.0       0.59718026          30900
## 1293   0.8242       14750.0         5730.0       0.33179539          14900
## 1294   0.5991        8565.0         3357.0       0.25652714          16400
## 1295   0.9611       12579.5         5367.0       0.35546875          19600
## 1296   0.7555       29213.0         5500.0       0.39390292          33400
## 1297   0.8161       16500.0         8110.0       0.28982726          22000
## 1298   0.3953       17125.0         5500.0       0.33642798          24300
## 1299   0.8468       31250.0         6700.0       0.51041667          42000
## 1300   0.7352       29062.5        10208.5       0.55295008          39500
## 1301   0.5725       22263.0         7500.0       0.80249281          34800
## 1302   0.7167        9500.0         3957.5       0.43916038          16300
## 1303   0.9560       11087.0         3666.0       0.35014409          18400
## 1304   0.4291        9766.5         4500.0       0.36938829          23300
## 1305   0.7468       29213.0         5500.0       0.39390292          33400
## 1306   0.6487       23299.0         7500.0       0.43417594          33200
## 1307   0.1320        9000.0         4750.0       0.31538462          20100
## 1308   0.1086        8379.5         4000.0       0.27688787          24000
## 1309   0.7047       27997.5         9500.0       0.62068966          33100
## 1310   0.9002       17886.5         5945.5       0.41768416          20100
## 1311   0.5320       22250.0         9500.0       0.59405941          30600
## 1312   0.7270       21390.0         5500.0       0.48974359          25600
## 1313   0.7699       32025.0         9500.0       0.48452697          28400
## 1314   0.5302       12212.0         3500.0       0.56571429          19900
## 1315   0.5165       20766.0         8750.0       0.70764081          42400
## 1316   0.8960        9500.0         4750.0       0.43589744          24700
## 1317   0.0221        4000.0         2246.0       0.48340961          25800
## 1318   0.6131       12866.0         4950.0       0.19725557          29900
## 1319   0.8878       41575.0        14250.0       0.76482412          20200
## 1320   0.7290       19500.0         6700.0       0.56280193          30900
## 1321   0.8889       18772.0         6334.0       0.29703190          29300
## 1322   0.5918       22125.0         6251.0       0.55119681          32200
## 1323   0.6390        9500.0         3950.0       0.41666667          24700
## 1324   0.6372       16237.5         5500.0       0.50000000          19400
## 1325   0.0324        4500.0         3500.0       0.35015773          19400
## 1326   0.8033       21390.0        10500.0       0.65706052          31200
## 1327   0.6557       27722.0         6334.0       0.40760475          23500
## 1328   0.1668        8425.0         3500.0       0.35108271          29400
## 1329   0.2981        9700.0         3998.5       0.31550388          23200
## 1330   0.8139        9497.0         4350.0       0.27626459          22100
## 1331   0.4412       23125.0         6334.0       0.32755842          19900
## 1332   0.8542        6334.0         3698.0       0.32638889          24700
## 1333   0.7404       26500.0         8250.0       0.50152453          37500
## 1334   0.7651       24440.0        10281.0       0.59484536          44500
## 1335   0.7379       14144.0         4750.0       0.45902649          18600
## 1336   0.6865       27000.0         7500.0       0.54593176          34300
## 1337   0.3576       18500.0        10000.0       0.71530531          45000
## 1338   0.6915       16150.0         6381.0       0.48773449          25300
## 1339   0.6679        9500.0         4750.0       0.34261242          17200
## 1340   0.6228        5569.0         3105.0       0.47009967          18500
## 1341   0.7736       17886.5         5945.5       0.41768416          20100
## 1342   0.5873       22000.0         6500.0       0.49417249          26700
## 1343   0.5998       17100.0         5459.0       0.40748272          24600
## 1344   0.3961       14750.0         6147.0       0.38507463          22300
## 1345   0.6004       20909.0         6500.0       0.52825142          33100
## 1346   0.4303       12000.0         5500.0       0.32115471          36500
## 1347   0.7594        9500.0         4750.0       0.33904585          21800
## 1348   0.5037       20838.0         5500.0       0.49403748          32500
## 1349   0.6630       20000.0         5500.0       0.45707519          29200
## 1350   0.5945       20797.0         8250.0       0.63595987          32600
## 1351   0.4138        6500.0         2750.0       0.49640288          15200
## 1352   0.6221        9500.0         5185.5       0.38398915          16400
## 1353   0.6436       10988.0         5500.0       0.32358674          13000
## 1354   0.6472       25750.0         8200.0       0.58709677          24400
## 1355   0.7981       26625.0         6175.0       0.67492260          27900
## 1356   0.5336       20500.0         8345.0       0.50778443          30000
## 1357   0.6111       20500.0         6956.0       0.53962316          27200
## 1358   0.7848       18772.0         6334.0       0.29703190          29300
## 1359   0.5692        8375.0         5500.0       0.50458716          22300
## 1360   0.8822       18772.0         6334.0       0.29703190          29300
## 1361   0.3868       15100.0         9216.0       0.87682382          40900
## 1362   0.4031        8750.5         4500.0       0.54075412          22600
## 1363   0.8727        9500.0         4479.0       0.28733306          24800
## 1364   0.6563       25500.0         5500.0       0.65973072          37800
## 1365   0.7553       25000.0         8250.0       0.48888889          22700
## 1366   0.1174        9587.0         4278.0       0.32250153          23000
## 1367   0.6063       27000.0         8015.5       0.82581454          64800
## 1368   0.9825       12125.0         4750.0       0.28754448          16800
## 1369   0.1711        7016.5         3500.0       0.34401405          27500
## 1370   0.5810        9184.0         3072.0       0.37053571          18100
## 1371   0.7027       18772.0         6334.0       0.29703190          29300
## 1372   0.2266        6250.0         3696.0       0.31427216          23100
## 1373   0.3287       12236.5         5500.0       0.42124915          24400
## 1374   0.3652       17240.5         5250.0       0.53913963          24600
## 1375   0.8397       25000.0         8234.5       0.72480620          89300
## 1376   0.9938       13000.0         4750.5       0.36704120          15400
## 1377   0.8885       25250.0         9500.0       0.42559110          17200
## 1378   0.8959       21406.0         5500.0       0.78082192          15700
## 1379   0.7498       27000.0         9500.0       0.53061441          31100
## 1380   0.7105        7917.0         3959.0       0.27874564          22700
## 1381   0.6452       20223.5         6000.0       0.43572615          21800
## 1382   0.4074        5600.0         2800.0       0.20846252          17500
## 1383   0.6952       23530.5         6500.0       0.50194553          22000
## 1384   0.4878        6690.5         3191.0       0.06333333          18700
## 1385   0.0659        9000.0         4750.0       0.56539293          27000
## 1386   0.6143       13125.0         4750.0       0.32850242          19700
## 1387   0.4923       19107.0         6900.0       0.57608829          35300
## 1388   0.6753        9065.5         3500.0       0.24248851          23600
## 1389   0.0824        6626.0         4750.0       0.53061224          23500
## 1390   0.4862        4878.0         1829.5       0.40816327          15200
## 1391   0.6232       27000.0         8750.0       0.85384615          30600
## 1392   0.2183        8500.0         4750.0       0.33532593          22200
## 1393   0.7095       21807.0         6250.0       0.61058412          35100
## 1394   0.0164        6748.5         5250.0       0.57285240          23400
## 1395   0.7365        9833.0         4750.0       0.38557994          14600
## 1396   0.2672       11461.5         7821.0       0.45719178          25600
## 1397   0.7803       26500.0         8250.0       0.50152453          37500
## 1398   0.6855        9791.0         5736.0       0.53900536          32500
## 1399   0.2071        5600.0         2800.0       0.20846252          17500
## 1400   0.9168       32000.0         8250.0       0.70596591          19900
## 1401   0.6894       12016.5         5500.0       0.48007968          16500
## 1402   0.4280       19970.5         6300.0       0.80646992          44900
## 1403   0.8233       27000.0        11181.5       0.73060797          31500
## 1404   0.8702       34750.0        10500.0       0.69025022          20000
## 1405   0.8063       18772.0         6334.0       0.29703190          29300
## 1406   0.2515        7491.0         4608.0       0.44990366          27300
## 1407   0.0981        5716.0         4750.0       0.47838617          30600
## 1408   0.6760       24891.0         8250.0       0.56953033          34700
## 1409   0.6016       23000.0         7500.0       0.65922723          34600
## 1410   0.7308       23000.0        12500.0       0.80458015          33800
## 1411   0.7263       25000.0         8000.0       0.68897638          27700
## 1412   0.7653       12659.0         3918.0       0.23747681          21700
## 1413   0.2111       11625.0         4750.0       0.40097403          21100
## 1414   0.1510        5000.0         2972.0       0.47973793          21800
## 1415   0.7189        5600.0         2800.0       0.20846252          17500
## 1416   0.5246       18500.0         7500.0       0.50544845          38700
## 1417   0.5489       21300.0         5500.0       0.65410200          29000
## 1418   0.4309       26500.0        10750.0       0.58370044          19500
## 1419   0.7315       23306.0         8250.0       0.64627660          26800
## 1420   0.2575       13834.0         6000.0       0.47063412          27100
## 1421   0.2893       17286.0         6500.0       0.28051643          35300
## 1422   0.9722        6336.0         3202.5       0.39068100          12800
## 1423   0.3237       19500.0         8250.0       0.77318212          44900
## 1424   0.6281       10973.0         5553.0       0.39308176          16100
## 1425   0.8821       13750.0         5500.0       0.55489614          21600
## 1426   0.9286       25619.0         8250.0       0.57481368          36800
## 1427   0.6171       27000.0         9500.0       0.60559235          35200
## 1428   0.6033        9500.0         4750.0       0.35250464          19300
## 1429   0.7132       25000.0         6500.0       0.77296937          40500
## 1430   0.5943       19016.0         6250.0       0.52202937          26400
## 1431   0.5673       24972.0         8750.0       0.52184179          28300
## 1432   0.3546       32639.0         6334.0       0.48332546          36500
## 1433   0.8313       25750.0         8760.0       0.61560694          41700
## 1434   0.4583       18721.5         7352.0       0.54627502          29600
## 1435   0.7920       18940.0        13250.0       0.62344140          28500
## 1436   0.9433       20000.0         9500.0       0.38539043          27800
## 1437   1.0000       24498.5         5350.0       0.39085821          17200
## 1438   0.6439       12670.0         6671.0       0.43290043          44900
## 1439   0.7168       27000.0         8750.0       0.71383648          24000
## 1440   0.5670       25994.0         8250.0       0.58752998          29400
## 1441   0.4149       12500.0         5780.0       0.62620424          26300
## 1442   0.6888       11440.0         3500.0       0.37200957          16000
## 1443   0.6667       14250.0         4629.0       0.35251799          17300
## 1444   0.2014       11000.0         5500.0       0.26889397          37900
## 1445   0.9925       19180.0         8750.0       0.41056911          23600
## 1446   0.7660       14144.0         4750.0       0.45902649          18600
## 1447   0.3658       15000.0         8250.0       0.71836079          39000
## 1448   0.7587       27832.0         5500.0       0.44709430          30500
## 1449   0.4310       20500.0         9250.0       0.70833775          42100
## 1450   0.8657       34750.0         9500.0       0.65919283          23800
## 1451   0.9861        9500.0         4750.0       0.35027800          26800
## 1452   0.8475        9500.0         4750.0       0.39814232          26300
## 1453   0.8766       19180.0         8750.0       0.41056911          23600
## 1454   0.8777       39007.5         9500.0       0.43133747          32400
## 1455   0.4885       17537.5         6250.0       0.59817352          36300
## 1456   0.5541        6372.0         3500.0       0.13935145          17900
## 1457   0.7885       26417.0         4750.0       0.47051862          31300
## 1458   0.6700        8565.0         3357.0       0.25652714          16400
## 1459   0.8658       19125.0         4750.0       0.37461300          40600
## 1460   0.6228        9500.0         4750.0       0.30569620          15100
## 1461   0.7119       16500.0         5500.0       0.24797844          26400
## 1462   0.7149       29213.0         5500.0       0.39390292          33400
## 1463   0.3918       14350.0         5221.0       0.32275641          14700
## 1464   0.8574       25000.0        12500.0       0.40949101          61300
## 1465   0.5776        6651.0         4050.0       0.39365079          16800
## 1466   0.4363       12000.0         6125.0       0.32772166          26900
## 1467   0.1874       10500.0         4750.0       0.42008889          25700
## 1468   0.8004       19584.0         4069.5       0.27887882          32100
## 1469   0.9099       29000.0         9500.0       0.54661017          31400
## 1470   0.5752       22528.0         6500.0       0.77331190          36100
## 1471   0.3047       17526.0         7368.5       0.34460306          20000
## 1472   0.2262        1750.0         1544.0       0.15595135          15800
## 1473   0.7744       26000.0         8074.5       0.69576958          26200
## 1474   0.5978       21500.0         7500.0       0.51356566          36100
## 1475   0.8312       18834.0         4750.0       0.45608466          40600
## 1476   0.9637       27375.0         6500.0       0.69345580          22100
## 1477   0.5874       16842.0         5500.0       0.39189189          14300
## 1478   0.5386       15995.0         7250.0       0.51364522          37300
## 1479   0.6250       21500.0         6993.5       0.66368347          30800
## 1480   0.5564       19500.0         7500.0       0.65968064          31300
## 1481   0.5590       23500.0         7500.0       0.80475273          42800
## 1482   0.7946       16862.0         4673.0       0.44180791          41300
## 1483   0.1328        9750.0         5218.0       0.32443476          25500
## 1484   0.1946        5845.0         2750.0       0.41837838          22300
## 1485   0.6629       27000.0         7500.0       0.60536701          28100
## 1486   0.6407       11744.0         3500.0       0.44624277          15800
## 1487   0.2882       13500.0         5500.0       0.41081594          21900
## 1488   0.7786       20925.0         8750.0       0.63327370          30600
## 1489   0.9013       17264.0         4750.0       0.41972973          21100
## 1490   0.6569       23187.5         9500.0       0.54773519          27600
## 1491   0.8743       18772.0         6334.0       0.29703190          29300
## 1492   0.8480       20335.0         5843.0       0.42751479          33300
## 1493   0.8915       15433.0         4750.0       0.25239617          18800
## 1494   0.6716       24551.0         7125.0       0.54217966          32800
## 1495   0.3886       12359.0         5500.0       0.42260062          25800
## 1496   0.6055        9075.0         4750.0       0.36274510          18300
## 1497   0.8261       25619.0         8250.0       0.57481368          36800
## 1498   0.4359        9500.0         5343.0       0.33959900          15700
## 1499   0.9652       12000.0         4250.0       0.34800550          25700
## 1500   0.5337       27000.0         8690.0       0.51364764          32300
## 1501   0.6362       18301.0         5895.5       0.52072660          28600
## 1502   0.8863       27000.0         9500.0       0.59722222          24500
## 1503   0.2258        5880.0         3488.0       0.76880531          22900
## 1504   0.3815        9808.0         5000.0       0.47433904          21000
## 1505   0.2018        8480.0         5000.0       0.57693966          31700
## 1506   0.4532        7940.0         4371.0       0.27685950          16100
## 1507   0.3466        7550.0         2670.0       0.31125828          15900
## 1508   0.3706       32639.0         6334.0       0.48332546          36500
## 1509   0.3467       19870.5         9791.5       0.62143408          28600
## 1510   0.8466       25000.0        12500.0       0.40949101          61300
## 1511   0.8874       30992.0         6273.0       0.38424493          27100
## 1512   0.3841        9500.0         5500.0       0.40570377          22700
## 1513   0.6118       48000.0        27625.0       0.31666667          24300
## 1514   0.7526       18772.0         6334.0       0.29703190          29300
## 1515   0.4028        9167.0         4750.0       0.44008876          23900
## 1516   0.0579       13313.0         5708.0       0.41157294          23900
## 1517   0.7826       12500.0         4750.0       0.48543689          14600
## 1518   0.8262       20975.0         5500.0       0.59957401          28900
## 1519   0.8879       28025.0         9100.0       0.47191011          25200
## 1520   0.6838       11980.0         5526.5       0.37113402          15600
## 1521   0.6467       25000.0         8000.0       0.69853471          32100
## 1522   0.5630       19319.0         6170.0       0.58589212          28300
## 1523   0.8748       24142.5         8750.0       0.37111517          28500
## 1524   0.1890        1750.0         1544.0       0.15595135          15800
## 1525   0.8895       32000.0         9500.0       0.75528365          23700
## 1526   0.5206        9500.0         4750.0       0.35825545          19900
## 1527   0.6807       22125.0        10907.5       0.50271003          39700
## 1528   0.7384       22492.0         6333.0       0.45638821          23300
## 1529   0.8055        6876.0         5500.0       0.18796992          25800
## 1530   0.4504       12066.0         5500.0       0.26781327          28800
## 1531   0.9828       21500.0         8750.0       0.47719298          22900
## 1532   0.4384       10187.0         3500.0       0.43006288          24400
## 1533   0.6404       23000.0         8722.0       0.69427313          31500
## 1534   0.7535       13709.5         4742.0       0.47619048          24200
## 1535   0.6158       24375.0         9500.0       0.82896764          46100
## 1536   0.0595        5979.0         3500.0       0.25868286          20800
## 1537   0.4880       18500.0         6546.0       0.64795184          39200
## 1538   0.8557       16097.0         5500.0       0.38888889          21000
## 1539   0.5941        8708.0         3745.0       0.36971707          25000
## 1540   0.8582       15418.0         4097.0       0.34410112          15800
## 1541   0.6816       12051.5         3671.0       0.53556485          15600
## 1542   0.4453       25250.0         9500.0       0.63414634          24600
## 1543   0.2392        6900.0         3500.0       0.49581173          32100
## 1544   0.4760       12638.5         5500.0       0.44317933          24500
## 1545   0.3726       24000.0         8250.0       0.58109396          28600
## 1546   0.7279        9500.0         4652.5       0.32472989          18400
## 1547   0.7673       14903.0         5500.0       0.43846154          45600
## 1548   0.5819       23781.0         8750.0       0.56056338          26000
## 1549   0.6189       23464.0         8799.0       0.58788382          30200
## 1550   0.7901       29625.0         8750.0       0.75750834          70500
## 1551   0.6834       24750.0         7500.0       0.49729551          30300
## 1552   0.0871        6780.0         4500.0       0.33758752          24100
## 1553   0.5320        9498.0         4750.0       0.22488038          19500
## 1554   0.1775        8750.0         4750.0       0.36137507          21600
## 1555   0.8596       24608.0         5859.5       0.37101893          24900
## 1556   0.7931       48000.0        27625.0       0.31666667          24300
## 1557   0.8750       30992.0         6273.0       0.38424493          27100
## 1558   0.8590       16000.0         6344.0       0.28571429          17600
## 1559   0.8088       17726.0         6913.5       0.55172414          25300
## 1560   0.7872       28836.0         9500.0       0.42225859          31300
## 1561   0.7602       12719.0         5250.0       0.38483886          23400
## 1562   0.8788       18772.0         6334.0       0.29703190          29300
## 1563   0.3153        9000.0         3500.0       0.40112817          27400
## 1564   0.7665       14144.0         4750.0       0.45902649          18600
## 1565   0.7603       10119.0         4008.5       0.34752650          20700
## 1566   0.8659       25000.0         9500.0       0.62087123          23800
## 1567   0.6350       22035.0        10250.0       0.68172119          30800
## 1568   0.8414       23775.0         7306.5       0.59152334          26800
## 1569   0.8648       17264.0         4750.0       0.41972973          21100
## 1570   0.4603       13000.0         5500.0       0.36526533          28600
## 1571   0.8386       26422.5         8508.0       0.80285714          36300
## 1572   0.8141       18834.0         4750.0       0.45608466          40600
## 1573   0.1256        7628.5         3500.0       0.38137869          25000
## 1574   0.6382       12663.0         5792.5       0.47225025          13500
## 1575   0.6391       16666.5         5500.0       0.38288288          51100
## 1576   0.7577        9500.0         4750.0       0.35027800          26800
## 1577   0.7298       24373.0         6334.0       0.31637650          26100
## 1578   0.7634       14144.0         4750.0       0.45902649          18600
## 1579   0.8249       25607.0         5552.5       0.36712329          23200
## 1580   0.6130       24800.0         7501.0       0.40763674          28000
## 1581   0.9485        9500.0         4750.0       0.41769547          13100
## 1582   0.2411        8250.0         3500.0       0.46295285          26600
## 1583   0.1814        8000.0         3900.0       0.30568562          24900
## 1584   0.4252       20500.0         8250.0       0.72039633          38900
## 1585   0.7922       28944.0         6334.0       0.35409253          24600
## 1586   0.6086       25000.0         6000.0       0.71616766          40700
## 1587   0.7447        8708.0         3745.0       0.36971707          25000
## 1588   0.8379       29413.0         8250.0       0.39702091          32400
## 1589   0.8478       25000.0         8750.0       0.72391992          33400
## 1590   0.0637        8000.0         4750.0       0.50307828          24800
## 1591   0.4959       26048.0         7834.0       0.49267395          25800
## 1592   0.7672       22778.0        13792.5       0.27652733          37200
## 1593   0.8195        8850.0         2750.0       0.12564103          44500
## 1594   0.7915        9791.0         5736.0       0.53900536          32500
## 1595   0.5332       24000.0         8750.0       0.83670034          28000
## 1596   0.6795       25000.0         9283.0       0.48508946          39900
## 1597   0.8560       18772.0         6334.0       0.29703190          29300
## 1598   0.3161        9750.0         4750.0       0.32094763          26200
## 1599   0.7806        6365.0         2354.0       0.09107636          33100
## 1600   0.5891       24213.0         6250.0       0.60453400          27300
## 1601   0.0588        4500.0         3500.0       0.37769080          25000
## 1602   0.2566        5500.0         4000.0       0.25507398          15500
## 1603   0.7829       27000.0         9500.0       0.45669291          29500
## 1604   0.3274       12219.5         5500.0       0.36182867          32200
## 1605   0.5267       25000.0        12000.0       0.73853211          40900
## 1606   0.3597        8750.0         4227.0       0.40160240          27000
## 1607   0.6220       29213.0         5500.0       0.39390292          33400
## 1608   0.7546        8105.0         3500.0       0.28286853          22200
## 1609   0.3198       14583.0         5000.0       0.33258553          20800
## 1610   0.6820       25000.0         7444.0       0.42616034          15000
## 1611   0.6643        9865.0         4750.0       0.45161290          17900
## 1612   0.5399       14538.0         4750.0       0.38911290          22600
## 1613   0.8182        8436.5         3536.0       0.35937500          19000
## 1614   0.4005        9000.0         5500.0       0.36545139          25500
## 1615   0.5723       20000.0        12500.0       0.59496948          34100
## 1616   0.3967       10000.0         3500.0       0.31565603          13700
## 1617   0.5782       19500.0         6865.0       0.58291758          34300
## 1618   0.9018        7716.0         4550.0       0.31455399          15400
## 1619   0.3322        9500.0         4846.0       0.31931669          36400
## 1620   0.3214       13750.0         8250.0       0.68691310          32800
## 1621   0.5424       17552.5         7962.0       0.59975669          33200
## 1622   0.6246       27000.0         9500.0       0.79661017          34000
## 1623   0.5615        9491.0         4748.0       0.30548731          19700
## 1624   0.6065       23000.0        11000.0       0.86233480          48100
## 1625   0.6915       14458.0         6370.0       0.26666667          35800
## 1626   0.3978        8507.0         4231.0       0.18867925          35500
## 1627   0.7397       11303.5         3500.0       0.41638225          12500
## 1628   0.5390        9458.0         4652.0       0.41794872          19400
## 1629   0.6921       29213.0         5500.0       0.39390292          33400
## 1630   0.9301       12125.0         4750.0       0.28754448          16800
## 1631   0.3813        7274.5         3635.0       0.23261391          16400
## 1632   0.6868       13000.0         6206.0       0.31811263          14800
## 1633   0.3454       13219.0         5500.0       0.28526214          29000
## 1634   0.9158       17800.0         4867.0       0.37672456          27700
## 1635   0.5271       11347.5         6668.0       0.37709497          17600
## 1636   0.6562       24500.0         8250.0       0.46896068          29000
## 1637   0.8061       16167.0         6364.0       0.47897196          16800
## 1638   0.7239       26500.0         8250.0       0.50152453          37500
## 1639   0.0125        4500.0         3500.0       0.45628743          22300
## 1640   0.8630       14144.0         4750.0       0.45902649          18600
## 1641   0.8912       10525.0         4750.0       0.34020619          33000
## 1642   0.8189       12450.0         1902.0       0.30833333          34300
## 1643   0.7649       27000.0         9500.0       0.61047463          24600
## 1644   0.5470       18934.0         7325.0       0.37164751          29600
## 1645   0.4483       24889.0         7500.0       0.43474178          29700
## 1646   0.6071       18273.0         9500.0       0.63595840          35200
## 1647   0.6603       11813.0         4750.0       0.24629436          33900
## 1648   0.6307       12000.0         5500.0       0.27800830          29200
## 1649   0.6330        9500.0         4750.0       0.19669707          31900
## 1650   0.9516       19180.0         8750.0       0.41056911          23600
## 1651   0.3582       11000.0         5500.0       0.38868479          24100
## 1652   0.6195       22086.0         9500.0       0.58269598          33700
## 1653   0.8205       39007.5         9500.0       0.43133747          32400
## 1654   0.6467       14620.0         5500.0       0.49674797          28000
## 1655   0.4899        5600.0         2800.0       0.20846252          17500
## 1656   0.1564        7220.0         3500.0       0.42115248          27100
## 1657   0.7767       27000.0         9500.0       0.70286396          30200
## 1658   0.7947       14144.0         4750.0       0.45902649          18600
## 1659   0.9314       23036.0         5369.0       0.39470813          20500
## 1660   0.9389       23036.0         5369.0       0.39470813          20500
## 1661   0.1493        9173.0         4901.0       0.38681298          27500
## 1662   0.2876        9500.0         4000.0       0.37851478          20200
## 1663   0.2728        6150.0         3500.0       0.45166280          28400
## 1664   0.4033       23495.0         8000.0       0.76585060          43700
## 1665   0.7947       17783.0        15375.0       0.59539789          29900
## 1666   0.9662        7851.0         2905.0       0.24926686          19100
## 1667   0.4309       21608.0         6500.0       0.43178170          33200
## 1668   0.5270        9500.0         4750.0       0.25654450          12700
## 1669   0.2130       10000.0         4345.0       0.34701091          25100
## 1670   0.1654        9877.0         4750.0       0.43965645          29400
## 1671   0.2384       11500.0         5000.0       0.37541899          24600
## 1672   0.4231       22837.5         7500.0       0.49593235          33200
## 1673   0.6875        8550.0         4635.0       0.21663778          24300
## 1674   0.5815       12139.0         6250.0       0.31864975          23800
## 1675   0.7395       17949.5         4750.0       0.24930680          33700
## 1676   0.7727       24879.5         6250.0       0.70825336          27700
## 1677   0.6618       21206.5         9378.5       0.64028292          29500
## 1678   0.6920       27000.0         6334.0       0.37807309          27300
## 1679   0.7211       27134.5         7000.0       0.31829850          29300
## 1680   0.7226       27000.0         7250.0       0.85441941          28600
## 1681   0.4330       26903.0         9500.0       0.68445262          22800
## 1682   0.7232       26981.0         8408.0       0.63699422          37300
## 1683   0.6856       24824.0         7500.0       0.59331476          31900
## 1684   0.7287       15975.0         9500.0       0.63513514          37200
## 1685   0.6519       26500.0         8250.0       0.50152453          37500
## 1686   0.5904        7916.0         4788.0       0.35549645          20400
## 1687   0.3932       14350.0         5221.0       0.32275641          14700
## 1688   0.0183        5500.0         5500.0       0.32606800          21100
## 1689   0.6649       27000.0         8250.0       0.61011236          30900
## 1690   0.7612       31024.0        10577.5       0.51418440          28800
## 1691   0.5346       10800.0         5250.0       0.43348071          27100
## 1692   0.6247       10222.0         4750.0       0.38986410          20500
## 1693   0.9529        8107.0         4054.0       0.28419183          24200
## 1694   0.0576        8000.0         4020.5       0.45235656          27700
## 1695   0.1804        6853.5         4280.5       0.41420118          21700
## 1696   0.5961       21080.0         7500.0       0.61793877          39400
## 1697   0.4364        9482.0         3751.0       0.33825598          18600
## 1698   0.6367        9500.0         3668.0       0.45712836          17500
## 1699   0.8101        9791.0         5736.0       0.53900536          32500
## 1700   0.7337       25000.0         9000.0       0.66149068          36200
## 1701   0.7682       29250.0        19000.0       0.70468750          31700
## 1702   0.6391       24389.0         7667.0       0.36157480          17600
## 1703   0.8672       17886.5         5945.5       0.41768416          20100
## 1704   0.7535       24250.0         7250.0       0.53936652          26700
## 1705   0.4389       13000.0         5500.0       0.51733333          27100
## 1706   0.8762       43487.0         6866.0       0.39217877          25600
## 1707   0.7103       25000.0        12500.0       0.40949101          61300
## 1708   0.4025       10223.5         5500.0       0.61005693          31800
## 1709   0.6405       21000.0         9464.0       0.59217877          32200
## 1710   0.4339        9500.0         4585.5       0.33949314          22700
## 1711   0.2515        9750.0         4500.0       0.47130243          25300
## 1712   0.9975        9500.0         3969.0       0.36447520          22700
## 1713   0.5674        9500.0         4530.0       0.35564854          21000
## 1714   0.7711       13000.0         4411.0       0.19399399          30400
## 1715   0.5000        8892.0         4726.5       0.44943820          14800
## 1716   0.5168       24900.0         7298.0       0.75937500          28400
## 1717   0.7212       26875.0         9125.0       0.58403361          24700
## 1718   0.6062       15187.5         8250.0       0.57142857          23000
## 1719   0.8273       43487.0         6866.0       0.39217877          25600
## 1720   0.9052       34500.0        10302.0       0.43290323          21200
## 1721   0.3259        9167.0         4750.0       0.44008876          23900
## 1722   0.6161       18750.0         8125.0       0.58008430          29900
## 1723   0.9496        8607.0         3991.0       0.25189647          19600
## 1724   0.0210        8875.0         4500.0       0.47593750          23000
## 1725   0.8637       27000.0        10500.0       0.68214286          17400
## 1726   0.6670       11813.0         4750.0       0.24629436          33900
## 1727   0.1487       12460.0         5500.0       0.54068858          48000
## 1728   0.3180        5600.0         2800.0       0.20846252          17500
## 1729   0.4119       12508.0         3981.0       0.32071960          21200
## 1730   0.6899       25000.0         7000.0       0.71272285          41900
## 1731   0.5273       24961.0         6500.0       0.70216607          33800
## 1732   0.0851        6333.0         2333.0       0.27787934          30000
## 1733   0.3000       13500.0         7839.0       0.48997384          26200
## 1734   0.5433       21500.0         8250.0       0.47859541          30900
## 1735   0.4600       12508.0         3981.0       0.32071960          21200
## 1736   0.5917       10997.0         3856.0       0.33561644          14400
## 1737   0.7883       27000.0         8714.5       0.42432432          26800
## 1738   0.5298       13600.0         8366.0       0.42486085          16400
## 1739   0.5890       10556.0         4750.0       0.40658228          18700
## 1740   0.4496       15245.5        10893.0       0.59864966          29600
## 1741   0.7452       22159.0         8083.0       0.57029478          30600
## 1742   0.4365       14350.0         5221.0       0.32275641          14700
## 1743   0.7527       25000.0        10107.0       0.47115968          33400
## 1744   0.7611       27000.0         8250.0       0.60341151          36800
## 1745   0.5678       26000.0        12589.0       0.75422427          32500
## 1746   0.6477       18091.0         7898.0       0.45375575          29600
## 1747   0.6964       17950.0         4500.0       0.26647564          26100
## 1748   0.7358       19379.5         6852.0       0.60729023          26500
## 1749   0.6860        7933.0         3500.0       0.22665370          23500
## 1750   0.6656       12000.0         5500.0       0.56470588          23200
## 1751   0.8855       14144.0         4750.0       0.45902649          18600
## 1752   0.7103        9500.0         6334.0       0.33108758          17500
## 1753   0.2825        6333.0         2333.0       0.27787934          30000
## 1754   0.0935       10000.0         5500.0       0.50747211          24300
## 1755   0.1129        9500.0         4750.0       0.16371681          30500
## 1756   0.6848       23250.0         8250.0       0.68153409          34800
## 1757   0.9816       24498.5         5350.0       0.39085821          17200
## 1758   0.6203       22750.0         8552.0       0.78480357          38000
## 1759   0.5767       21000.0         7500.0       0.59581739          29600
## 1760   0.5696        9390.0         4750.0       0.41750359          36800
## 1761   0.5683       22501.0         7000.0       0.41051411          34000
## 1762   0.8656        7559.0         4286.0       0.27512953          27500
## 1763   0.6932        7390.0         4678.0       0.13060429          19000
## 1764   0.6113       21500.0         7301.5       0.39893031          34600
## 1765   0.8501       18772.0         6334.0       0.29703190          29300
## 1766   0.6350        9866.0         4750.0       0.36772983          21900
## 1767   0.4382       22250.0         8248.5       0.43506494          27400
## 1768   0.8217       25328.5         8250.0       0.86070686          32200
## 1769   0.0461       10500.0         5250.0       0.57055215          36100
## 1770   0.7078       26951.0        12821.0       0.58557284          36900
## 1771   0.5292        9500.0         4414.5       0.36665017          21800
## 1772   0.2200       10000.0         4390.0       0.41037408          27600
## 1773   0.9708       24608.0         5859.5       0.37101893          24900
## 1774   0.1582       10862.0         6025.0       0.67360285          32500
## 1775   0.1850        9000.0         4000.0       0.35023585          22200
## 1776   0.6923        8017.0         2899.0       0.48953975          17100
## 1777   0.5119       22500.0         7500.0       0.53435115          34300
## 1778   0.8925       11504.0         3391.0       0.34109589          16900
## 1779   0.6618       11568.0         4379.0       0.35860839          16300
## 1780   0.1281       10940.0         5500.0       0.64744186          40800
## 1781   0.4595       11125.0         6789.0       0.36571151          30000
## 1782   0.7338       25300.0         8066.5       0.47379144          19000
## 1783   0.7885       14144.0         4750.0       0.45902649          18600
## 1784   0.2686        7000.0         4000.0       0.33866861          22800
## 1785   0.7899       25750.0         6752.0       0.33668045          19200
## 1786   0.8058       20750.0         8651.0       0.62777321          34700
## 1787   0.3846        9726.0         5456.5       0.42881261          26300
## 1788   0.8555       17886.5         5945.5       0.41768416          20100
## 1789   0.5185        9500.0         4977.0       0.28606965          21200
## 1790   0.5575       21003.0         8250.0       0.59379397          35500
## 1791   0.4064       19500.0         7860.5       0.59741024          30500
## 1792   0.6189       15875.0         4750.0       0.31695332          13500
## 1793   0.5725        7332.0         3937.0       0.24872232          14600
## 1794   0.7769       12000.0         4750.0       0.44444444          22100
## 1795   0.8514       32416.0        10750.0       0.74670185          24900
## 1796   0.5751       27000.0         9500.0       0.60660248          41800
## 1797   0.5949        9500.0         4750.0       0.44065282          16600
## 1798   1.0000       20000.0         5000.0       0.48663102          66600
## 1799   0.7609       25000.0         7819.5       0.63898917          31400
## 1800   0.7866       29213.0         5500.0       0.39390292          33400
## 1801   0.1567        9212.0         4400.0       0.41978466          26600
## 1802   0.7489        9500.0         4552.0       0.50194986          16600
## 1803   0.8136       12000.0         5500.0       0.26968974          33600
## 1804   0.0622       10000.0         5500.0       0.55755227          21800
## 1805   0.9293       12126.0         4750.0       0.32075472          19100
## 1806   0.3571       15000.0         7118.5       0.67127565          38300
## 1807   0.7340       27000.0         9500.0       0.42168675          62300
## 1808   0.7683       18753.5         7445.0       0.68322239          33300
## 1809   0.7551       12000.0         5500.0       0.37398594          29400
## 1810   0.6743       25700.0         8710.0       0.81992337          35200
## 1811   0.7795       14144.0         4750.0       0.45902649          18600
## 1812   0.5455        9918.0         3824.0       0.42394015          16400
## 1813   0.4191       21372.0         9350.0       0.64748574          41600
## 1814   0.8724       20000.0        10500.0       0.59533074          33100
## 1815   0.8452       21175.5         5500.0       0.42264889          27300
## 1816   0.3823       20857.0         8250.0       0.36628571          36200
## 1817   0.8170       18772.0         6334.0       0.29703190          29300
## 1818   0.8015       22500.0        11500.0       0.52249135          22900
## 1819   0.5000        9817.0         4215.0       0.50226757          19200
## 1820   0.0925        6000.0         4000.0       0.36849132          22200
## 1821   0.5024       28129.5         8709.0       0.59977452          26400
## 1822   0.8396       18772.0         6334.0       0.29703190          29300
## 1823   0.3101       20000.0         6334.0       0.37413074          21900
## 1824   0.8256       19000.0         9000.0       0.15776699          30200
## 1825   0.8911       27000.0         6500.0       0.42000000          20700
## 1826   0.8213       23250.0        11000.0       0.42312925          27100
## 1827   0.5836       26000.0         8558.5       0.67453951          51300
## 1828   0.9391       27648.0        19062.5       0.61431412          44400
## 1829   0.5295        9500.0         4652.5       0.32472989          18400
## 1830   0.8978       14144.0         4750.0       0.45902649          18600
## 1831   0.1560        6500.0         3500.0       0.44946316          22700
## 1832   0.5714        5700.0         2850.0       0.43010753          15600
## 1833   0.6728       23647.0         6700.0       0.39092798          31900
## 1834   0.0577        5018.5         3012.5       0.39909935          26000
## 1835   0.2713        9583.0         4500.0       0.36115570          29500
## 1836   0.5812       14996.0         6250.0       0.50000000          22200
## 1837   0.8478       14376.0         5500.0       0.28222997          20600
## 1838   0.8695       34583.0         6334.0       0.38712540          25800
## 1839   0.6228       20000.0         7000.0       0.50664628          31300
## 1840   0.9443       13625.0         4750.0       0.29476584          23400
## 1841   0.4426        5500.0         2481.0       0.42883212          20400
## 1842   0.7747       23650.0         7250.0       0.68389058          20200
## 1843   0.1727       12000.0         5500.0       0.49099640          28200
## 1844   0.8471       18772.0         6334.0       0.29703190          29300
## 1845   0.6153       26000.0        11000.0       0.68689655          42800
## 1846   0.5822        9500.0         4750.0       0.34146341          18800
## 1847   0.4599       12000.0         5500.0       0.32450542          30500
## 1848   0.2665        4875.0         3500.0       0.35451070          25200
## 1849   0.8473        9676.0         4750.0       0.38837675          23300
## 1850   0.7865        9500.0         3167.0       0.29011553          24000
## 1851   0.7397       14376.0         5500.0       0.28222997          20600
## 1852   0.5202       15396.0         5500.0       0.50233100          28600
## 1853   0.3613        6334.0         3750.0       0.30351438          26500
## 1854   0.8938       18772.0         6334.0       0.29703190          29300
## 1855   0.8160       28437.5         8250.0       0.69538462          28900
## 1856   0.6427       13385.0         4500.0       0.46175404          24800
## 1857   0.2674        6817.0         4132.0       0.25072046          29500
## 1858   0.7340       12125.0         5564.5       0.43234426          24100
## 1859   0.0780        9586.5         4750.0       0.37379913          19300
## 1860   0.8594        9198.5         4750.0       0.25655977          35700
## 1861   0.6569       23251.5         6877.5       0.40165631          30000
## 1862   0.0457        5250.0         3499.5       0.42018141          25400
## 1863   0.6684       30992.0         6273.0       0.38424493          27100
## 1864   0.5940       25000.0        10725.0       0.75047740          42600
## 1865   0.7445       27000.0         5500.0       0.82572115          34400
## 1866   0.8975       16167.0         6364.0       0.47897196          16800
## 1867   0.9350       10771.0         4750.0       0.37775330          22200
## 1868   0.8955        8107.0         4750.0       0.30914826          20200
## 1869   0.7109       27000.0         6500.0       0.72805139          42900
## 1870   0.5134       12000.0         5500.0       0.51904244          24700
## 1871   0.4421        5500.0         3500.0       0.25891473          15000
## 1872   0.7506        8562.0         3171.0       0.42595674          17700
## 1873   0.3089        9350.5         4313.0       0.42231989          27000
## 1874   0.4547       16546.0         5500.0       0.57297020          34700
## 1875   0.4556        9000.0         3375.0       0.38113839          22600
## 1876   0.7459       24000.0         7500.0       0.57712766          31700
## 1877   0.7639       13000.0         6330.0       0.28971963          31000
## 1878   0.0155       10267.0         4447.0       0.55924434          23300
## 1879   0.7736       21800.0         4750.0       0.70588235          20000
## 1880   0.0390        2843.0         1750.0       0.08425584          14400
## 1881   0.5229       12500.0         6206.5       0.44736842          16500
## 1882   0.9091       11119.0         3996.0       0.27329193          16400
## 1883   0.8631       28375.0         6334.0       0.33164374          26200
## 1884   0.7493        9500.0         3750.0       0.26500000          14700
## 1885   0.8887       20000.0         3898.0       0.48982668          23400
## 1886   0.5627       23250.0         6500.0       0.67777778          23000
## 1887   1.0000        6205.0         3381.0       0.38903394          17700
## 1888   0.7500       39007.5         9500.0       0.43133747          32400
## 1889   0.6792        9500.0         4750.0       0.29006772          15300
## 1890   0.5149       18750.0         9500.0       0.54192547          29500
## 1891   0.7734       24608.0         5859.5       0.37101893          24900
## 1892   0.5864       24093.5         7000.0       0.38003126          38100
## 1893   0.8562       34583.0         6334.0       0.38712540          25800
## 1894   0.4674       26048.0         7834.0       0.49267395          25800
## 1895   0.5347        9259.0         3640.5       0.35669870          19400
## 1896   0.0458       10400.0         5000.0       0.62773918          24600
## 1897   0.8645       15433.0         4750.0       0.25239617          18800
## 1898   0.3533       18500.0         8167.0       0.61501317          54800
## 1899   0.7658       14144.0         4750.0       0.45902649          18600
## 1900   0.1894       12500.0         5500.0       0.52588134          28600
## 1901   0.0171        4250.0         2250.0       0.38560087          20800
## 1902   0.4659       24375.0        11750.0       0.55896226          33500
## 1903   0.6881       13024.5         4429.5       0.33473389          32500
## 1904   0.5099        9833.0         5500.0       0.35519126          22900
## 1905   0.0165        4500.0         3500.0       0.50587279          24300
## 1906   0.8451       26740.5         8807.0       0.49761223          29100
## 1907   0.6200        5682.0         2708.5       0.42483660          16500
## 1908   0.4098        9500.0         5477.5       0.32657392          22500
## 1909   0.7037       24814.5         7418.5       0.62034514          36700
## 1910   0.1429        6252.0         3500.0       0.42056075          25300
## 1911   0.7220       20070.5        15500.0       0.59624877          31200
## 1912   0.8681       18772.0         6334.0       0.29703190          29300
## 1913   0.3871       25000.0        12000.0       0.75834971          62400
## 1914   0.3879       11000.0         4750.0       0.26828322          29300
## 1915   0.2709        4000.0         4750.0       0.52821899          26100
## 1916   0.6408       12795.5         6438.5       0.34221311          16400
## 1917   0.8455       23036.0         5369.0       0.39470813          20500
## 1918   0.5911       15250.0         5500.0       0.41936561          29700
## 1919   0.5501        9500.0         4750.0       0.32566766          20700
## 1920   0.8901       13067.0         3564.0       0.30604534          24500
## 1921   0.9414       23500.0         7667.0       0.54792681          23000
## 1922   0.8049       25000.0         8750.0       0.60331721          36500
## 1923   0.2195        6000.0         4000.0       0.54289887          24600
## 1924   0.6031       11183.0         5530.5       0.37176471          15400
## 1925   0.7088       23000.0         6914.5       0.56349206          32500
## 1926   0.1879       19834.0         6827.5       0.47249035          30100
## 1927   0.8732       23036.0         5369.0       0.39470813          20500
## 1928   0.6084       20500.0         5662.0       0.53225806          31700
## 1929   0.8845       20500.0         7467.0       0.45467730          26700
## 1930   0.7400        8000.0         3668.0       0.31838565          16700
## 1931   0.5780        9069.5         3946.5       0.47231270          19300
## 1932   0.6866       24500.0         8250.0       0.46896068          29000
## 1933   0.5884       25250.0        10000.0       0.56714761          35200
## 1934   0.6947       10640.0         4403.5       0.37745665          21200
## 1935   0.1656        7750.0         3500.0       0.33215130          26300
## 1936   0.6167       14996.0         7243.0       0.49285714          18900
## 1937   0.2935       23953.0         7750.0       0.64444444          35000
## 1938   0.7635       14144.0         4750.0       0.45902649          18600
## 1939   0.5308       23000.0        10500.0       0.65005942          32400
## 1940   0.9735       25000.0         9500.0       0.56674473          32400
## 1941   0.8271       24063.0         6965.5       0.54491018          31300
## 1942   0.2022        7622.5         3000.0       0.37105466          22900
## 1943   0.3793       21500.0         9000.0       0.56534508          40900
## 1944   0.0486        4700.0         3500.0       0.53934241          25000
## 1945   0.5913       22500.0        10750.0       0.71595331          31800
## 1946   0.7131       13749.0         3584.0       0.46336996          23400
## 1947   0.0090        5250.0         4500.0       0.51354650          24000
## 1948   0.8532        9500.0         4750.0       0.39814232          26300
## 1949   0.0241        8125.0         4500.0       0.42341413          24600
## 1950   0.4043        9038.0         4138.0       0.40067340          23400
## 1951   0.7794       20000.0         9500.0       0.40160936          30700
## 1952   0.2654        6946.0         5276.0       0.52913554          30000
## 1953   0.7366       24389.0         7667.0       0.36157480          17600
## 1954   0.8317       17886.5         5945.5       0.41768416          20100
## 1955   0.7789       14144.0         4750.0       0.45902649          18600
## 1956   0.8039       17161.5         4012.0       0.38406489          24100
## 1957   0.4427        8120.0         5500.0       0.33373494          33500
## 1958   0.2230       32639.0         6334.0       0.48332546          36500
## 1959   0.2348        8375.0         4258.0       0.34139151          20500
## 1960   0.1089        8800.0         6000.0       0.34621901          19100
## 1961   0.5876       27000.0         8250.0       0.65090909          26600
## 1962   0.8588       14376.0         5500.0       0.28222997          20600
## 1963   0.1954        9500.0         4750.0       0.45303357          24300
## 1964   0.7646       25000.0         7450.0       0.70927318          29000
## 1965   0.7234       18359.5         5166.0       0.19951608          30600
## 1966   0.7485       14144.0         4750.0       0.45902649          18600
## 1967   0.9468       19180.0         8750.0       0.41056911          23600
## 1968   0.4958        9500.0         4750.0       0.30354449          20600
## 1969   0.4647       18017.5         5918.5       0.54767184          22900
## 1970   0.8419       18772.0         6334.0       0.29703190          29300
## 1971   0.1459        7741.0         3769.0       0.59107665          24600
## 1972   0.7126        9065.5         3500.0       0.24248851          23600
## 1973   0.0508        5000.0         4500.0       0.53706650          27200
## 1974   0.8179       18772.0         6334.0       0.29703190          29300
## 1975   0.2295        6500.0         3562.0       0.34729627          23700
## 1976   0.4146       17038.5        10000.0       0.60319527          36800
## 1977   0.8596        9500.0         3500.0       0.27362205          23900
## 1978   0.8327       18772.0         6334.0       0.29703190          29300
## 1979   0.6868       12000.0         4750.0       0.29411765          20800
## 1980   0.2508        6600.0         3500.0       0.47138047          23300
## 1981   0.8773       31000.0         9500.0       0.55158730          35100
## 1982   0.6659       25000.0         7563.0       0.67851623          26300
## 1983   0.5197       25000.0         7375.0       0.77222222          32100
## 1984   1.0000       13752.5         4511.0       0.43666667          13800
## 1985   0.6591       19500.0         8250.0       0.60915946          29000
## 1986   0.6775       26000.0         5500.0       0.63930886          23500
## 1987   0.7046       34683.5         9500.0       0.67982693          20700
## 1988   0.4986        9107.0         3377.0       0.33376906          19600
## 1989   0.8243       29500.0         7334.0       0.31819646          27900
## 1990   0.8833       23500.0         7667.0       0.54792681          23000
## 1991   0.4709       17275.5        10743.0       0.64328290          31500
## 1992   0.9511        8083.0         3750.0       0.34285714          15800
## 1993   0.8319       10531.0         3964.0       0.36288022          21200
## 1994   0.7779       22400.5         4274.0       0.67892157          17700
## 1995   0.7565       15250.0         4750.0       0.57575758          39200
## 1996   0.8463       18772.0         6334.0       0.29703190          29300
## 1997   0.4502       11250.0         5500.0       0.39370079          25900
## 1998   0.8998       26583.0         6214.5       0.45188168          28800
## 1999   0.6966        6333.0         3500.0       0.20183486          27400
## 2000   0.6522       21500.0         5500.0       0.65753425          27400
## 2001   0.4135       22312.0         8250.0       0.58625636          41600
## 2002   0.6670       27000.0         8750.0       0.69913123          35800
## 2003   0.6421        9458.0         4652.0       0.41794872          19400
## 2004   0.6121        7909.0         5453.0       0.37129485          15700
## 2005   0.4094       22319.5         6690.0       0.34650957          21400
## 2006   0.6207        8827.0         4639.0       0.25409130          24700
## 2007   0.3416       10884.5         5659.0       0.40275429          24800
## 2008   0.3845       12000.0         4344.5       0.40026774          31100
## 2009   0.7944       26000.0         5849.0       0.60235799          26100
## 2010   0.3140        9250.0         4700.0       0.39529221          24300
## 2011   0.6000        6400.0         2300.0       0.16783217          49800
## 2012   0.6499       27000.0        11125.0       0.71065990          26600
## 2013   0.1121        7162.5         4194.5       0.42136057          30100
## 2014   0.8119       27000.0         8630.0       0.72590361          37700
## 2015   0.1645        8929.0         3841.0       0.32488823          23600
## 2016   0.1356        9564.5         4000.0       0.39231385          26800
## 2017   0.7367       22756.5        10250.0       0.68060264          34000
## 2018   0.1946        8397.0         4795.0       0.41095406          25900
## 2019   0.4154        9208.0         3497.5       0.40740741          22500
## 2020   0.7198       18785.0         9500.0       0.28043876          20300
## 2021   0.6069       27000.0        17500.0       0.87188612          63800
## 2022   0.5496       20750.0         6500.0       0.52463473          32700
## 2023   0.5069       11411.0         3849.0       0.40979631          21700
## 2024   0.6068       23001.0         6500.0       0.46583031          29400
## 2025   0.7647       25000.0         9500.0       0.56382979          29500
## 2026   0.8886       27000.0        13000.0       0.57567917          30400
## 2027   0.5280       26940.5        12000.0       0.56507937          53300
## 2028   0.5975       15916.5         5820.0       0.42524917          13200
## 2029   0.5467       25000.0         9000.0       0.79208434          37200
## 2030   0.5528       21846.5         8250.0       0.54878944          27000
## 2031   0.6260       21250.0         9500.0       0.40760757          35500
## 2032   0.7713       16000.0         7094.0       0.18091451          27100
## 2033   0.7700       27000.0         8750.0       0.65193370          29100
## 2034   0.5610       11000.0         5500.0       0.46404110          20400
## 2035   0.8544       23581.0        14250.0       0.66622899          32400
## 2036   0.5867        9500.0         3742.0       0.40658645          22500
## 2037   0.0200        3500.0         2131.0       0.36965683          30300
## 2038   0.4439        6333.0         2858.5       0.22368421          27300
## 2039   0.4800        8040.0         4750.0       0.31055901          17300
## 2040   0.7850       38514.5         8063.5       0.38537876          26300
## 2041   0.2904        6500.0         4750.0       0.43166824          22300
## 2042   0.7729       32563.0        10250.0       0.76248372          23400
## 2043   0.7522       27134.5         7000.0       0.31829850          29300
## 2044   0.2736       22405.0         6500.0       0.42796610          30000
## 2045   0.7280       25000.0         7500.0       0.67682632          39500
## 2046   0.6566       24500.0         8250.0       0.46896068          29000
## 2047   0.9184        7916.0         5232.0       0.41142857          18100
## 2048   0.7073        9496.0         4400.0       0.41696113          19700
## 2049   0.4102       23620.0        16660.0       0.56770730          35700
## 2050   0.0561        2500.0         2013.0       0.22098725          14900
## 2051   0.4446       20865.0         7667.0       0.69569527          31500
## 2052   0.6629       18772.0         6334.0       0.29703190          29300
## 2053   0.5184        5600.0         2800.0       0.20846252          17500
## 2054   0.8467       26740.5         8807.0       0.49761223          29100
## 2055   0.7564       15933.5         5571.0       0.14877102          31100
## 2056   0.7007       25000.0         9750.0       0.64115026          40100
## 2057   0.9174       25752.0         8833.0       0.34428795          17800
## 2058   0.4621       26048.0         7834.0       0.49267395          25800
## 2059   0.9376       34500.0        10302.0       0.43290323          21200
## 2060   0.7213       25000.0         8250.0       0.52400000          44800
## 2061   0.7898       16063.0         4750.0       0.23792884          35200
## 2062   0.6622        8017.0         2899.0       0.48953975          17100
## 2063   0.8971       17886.5         5945.5       0.41768416          20100
## 2064   0.4589       14461.0         4500.0       0.40388619          23800
## 2065   0.8534       24373.0         6334.0       0.31637650          26100
## 2066   0.9674       19180.0         8750.0       0.41056911          23600
## 2067   0.9513       19759.0         9500.0       0.35544041          19500
## 2068   0.6416       23250.0         8612.5       0.58859784          28300
## 2069   0.3462       13000.0         5220.0       0.48216386          25300
## 2070   0.5535       22096.0         6625.0       0.47334289          32800
## 2071   0.5646       25217.0         7500.0       0.43104755          37800
## 2072   0.8863        9500.0         4750.0       0.39814232          26300
## 2073   0.4200        9500.0         4260.0       0.35444854          23300
## 2074   0.6533        8708.0         3745.0       0.36971707          25000
## 2075   0.7943       29213.0         5500.0       0.39390292          33400
## 2076   0.7348       26755.0         6250.0       0.47995418          33500
## 2077   0.7671       27000.0        10919.0       0.67512275          31200
## 2078   0.8335       17800.0         4867.0       0.37672456          27700
## 2079   0.6704        4290.0         1750.0       0.29685535          14800
## 2080   0.7616        9500.0         5500.0       0.33671329          23800
## 2081   0.3105       12500.0         5500.0       0.66575592          34300
## 2082   0.3943       19000.0        12000.0       0.79237845          50900
## 2083   0.0619        3550.0         2625.0       0.23742138          15400
## 2084   0.3128       11325.0         7679.0       0.21385017          24900
## 2085   0.9073       18000.0         6334.0       0.38034188          23000
## 2086   0.7070       20223.5         6000.0       0.43572615          21800
## 2087   0.9684       25350.0         7750.0       0.61930295          24600
## 2088   0.5412       35468.5         8250.0       0.58493353          40600
## 2089   0.8270       14144.0         4750.0       0.45902649          18600
## 2090   0.7100       29474.0         9500.0       0.73769287          22300
## 2091   0.4241        6333.0         4250.0       0.35185185          21100
## 2092   0.3816        9500.0         4750.0       0.35250464          19300
## 2093   0.7509       26417.0         4750.0       0.47051862          31300
## 2094   0.8203        8827.0         4639.0       0.25409130          24700
## 2095   0.1138       11875.0         5673.0       0.46880700          27800
## 2096   0.4623        6333.0         3500.0       0.20183486          27400
## 2097   0.3871       32639.0         6334.0       0.48332546          36500
## 2098   0.7732       29213.0         5500.0       0.39390292          33400
## 2099   0.2457       17750.0         7593.0       0.44278483          27400
## 2100   1.0000        9500.0         5723.0       0.21058434          15900
## 2101   0.6909       25000.0        21250.0       0.61142857          35000
## 2102   0.4885        7917.0         4750.0       0.41605839          16200
## 2103   0.8383       18772.0         6334.0       0.29703190          29300
## 2104   0.5250       23250.0        20000.0       0.80435711          46400
## 2105   0.3846       23125.0         6334.0       0.32755842          19900
## 2106   0.5789       11177.0         6175.0       0.38888889          16800
## 2107   0.5162        7133.0         4550.0       0.44541485          15800
## 2108   0.8886        9475.0         4547.5       0.40198511          21800
## 2109   0.8515       29500.0         6334.0       0.31851852          24000
## 2110   0.8033       15418.0         4097.0       0.34410112          15800
## 2111   0.8229       18772.0         6334.0       0.29703190          29300
## 2112   0.8939        9500.0         4750.0       0.26787620          23100
## 2113   0.2417        7527.5         3500.0       0.42740134          23400
## 2114   0.7360       26956.0        10500.0       0.65208748          33400
## 2115   0.3512        9500.0         4644.0       0.40606061          17300
## 2116   0.5738        7559.0         3446.0       0.34754797          18500
## 2117   0.5416       13000.0         5500.0       0.30633803          26800
## 2118   0.5874        9500.0         4750.0       0.35830091          24000
## 2119   0.9292       25250.0         9500.0       0.42559110          17200
## 2120   0.7500        9500.0         4750.0       0.33904585          21800
## 2121   0.8205       30992.0         6273.0       0.38424493          27100
## 2122   0.1108        7917.0         3750.0       0.64443039          24900
## 2123   0.3512       18931.5         7497.0       0.57288351          29700
## 2124   0.3364       18301.0         5895.5       0.52072660          28600
## 2125   0.7677       23000.0         6500.0       0.50000000          31100
## 2126   0.0404        5250.0         3500.0       0.52574686          23400
## 2127   0.4260        3500.0         1750.0       0.49193548          14400
## 2128   0.4083       11000.0         5500.0       0.37804878          23300
## 2129   0.0965        5250.0         3500.0       0.42952128          20300
## 2130   0.6750        9500.0         3957.5       0.43916038          16300
## 2131   0.6928       27000.0         9500.0       0.62794349          22200
## 2132   0.7062       29213.0         5500.0       0.39390292          33400
## 2133   0.2082        9600.0         4750.0       0.45789341          24500
## 2134   0.9252       19852.0         5570.0       0.45978986          18700
## 2135   0.6815       26000.0         7500.0       0.80443516          37900
## 2136   0.4784       17502.0         8500.0       0.71476081          30600
## 2137   0.8537        9500.0         4750.0       0.36775956          20800
## 2138   0.0806        6500.0         4750.0       0.59580838          27000
## 2139   0.9812        9500.0         4698.5       0.35170604          23800
## 2140   0.6913        9500.0         4582.0       0.40489914          39500
## 2141   0.8423       21175.5         5500.0       0.42264889          27300
## 2142   0.8534       12000.0         5119.0       0.18483412          37000
## 2143   0.7791       14144.0         4750.0       0.45902649          18600
## 2144   0.8279        9500.0         4297.5       0.19747899          30100
## 2145   0.4861        5500.0         5500.0       0.21052632          42600
## 2146   0.0490       10500.0         4500.0       0.35317619          25800
## 2147   0.6970       29213.0         5500.0       0.39390292          33400
## 2148   0.8581       16000.0         5500.0       0.32618510          23200
## 2149   0.2236        7050.0         3000.0       0.34594888          23300
## 2150   0.8812       11419.0         4750.0       0.37061404          17200
## 2151   0.7726       25319.0         8750.0       0.66786355          28100
## 2152   0.9412        8456.0         4029.0       0.36962306          18400
## 2153   0.6247       20000.0         7868.0       0.36563877          24800
## 2154   0.5959       23240.0         8750.0       0.65548780          21900
## 2155   0.8012        9417.0         4202.0       0.24262735          27300
## 2156   0.5882        9500.0         4750.0       0.31212229          19900
## 2157   0.6555       25000.0         8332.0       0.72507123          43000
## 2158   0.4775       12000.0         5500.0       0.33975956          28000
## 2159   0.4614       21080.0         7500.0       0.61793877          39400
## 2160   0.6545       17789.0         9500.0       0.58459980          35100
## 2161   0.1813       10500.0         5060.0       0.47763183          29500
## 2162   0.6759       24998.5         7839.0       0.55894807          30900
## 2163   0.7949       26333.5        10698.5       0.50844278          25300
## 2164   0.8780       30992.0         6273.0       0.38424493          27100
## 2165   0.9564       19393.0         5221.0       0.43273543          22800
## 2166   0.7222       12378.0         7949.5       0.36421053          18100
## 2167   0.6458       25875.0         6150.0       0.39336493          24700
## 2168   0.8900       22822.5         8542.0       0.55298651          52600
## 2169   0.2018       12780.0         5069.0       0.45493872          19700
## 2170   0.8583       18808.5         4750.0       0.37485898          21600
## 2171   0.8421       15418.0         4097.0       0.34410112          15800
## 2172   0.6479       20000.0         6643.0       0.50710900          14000
## 2173   0.8854        9500.0         4750.0       0.37044534          18000
## 2174   0.6131       21254.5         9000.0       0.55454078          31400
## 2175   0.0304        4500.0         3123.5       0.62801669          23900
## 2176   0.3973       10165.5         3500.0       0.45617051          31100
## 2177   0.8269        8179.0         4750.0       0.40816327          17200
## 2178   0.7685       27000.0         8215.0       0.71057631          33000
## 2179   0.2321        4988.0         2744.0       0.56302521          22300
## 2180   0.6022        9450.0         4125.0       0.48502994          33900
## 2181   0.6407        9259.0         3640.5       0.35669870          19400
## 2182   0.8060       23250.0        10906.5       0.73018648          38200
## 2183   0.9189       14437.0         4096.5       0.43181818          28900
## 2184   0.5909       21500.0         5500.0       0.52335910          32300
## 2185   0.5567       21250.0         7090.0       0.54887892          27500
## 2186   0.7516       25000.0         5628.0       0.68796069          33600
## 2187   0.7495       15042.0         5500.0       0.39974539          25300
## 2188   0.2764       22319.5         6690.0       0.34650957          21400
## 2189   0.6571        9500.0         4172.5       0.39257294          15200
## 2190   0.6000        9500.0         4260.0       0.35444854          23300
## 2191   0.3874       15132.0         7499.0       0.68713213          35200
## 2192   0.5859       17216.0         7308.0       0.57298967          34700
## 2193   0.6521       23934.0         9000.0       0.76452830          31000
## 2194   0.7625       26990.5        10250.0       0.54494382          31400
## 2195   0.8390       19180.0         8750.0       0.41056911          23600
## 2196   0.8479       10750.0         4750.0       0.48034934          32600
## 2197   0.7639       29213.0         5500.0       0.39390292          33400
## 2198   0.8915        9500.0         4750.0       0.33152174          37200
## 2199   0.9539       17812.0         4750.0       0.18205462          17000
## 2200   0.8189       14144.0         4750.0       0.45902649          18600
## 2201   0.8043       20232.0         7500.0       0.57169118          34500
## 2202   0.5853       19648.0         6500.0       0.56710775          28500
## 2203   0.8228       29213.0         5500.0       0.39390292          33400
## 2204   0.8174       14144.0         4750.0       0.45902649          18600
## 2205   0.7457        4420.0         3100.0       0.37500000          18700
## 2206   0.6740       27000.0         9689.0       0.73764906          28800
## 2207   0.3153        7650.0         5500.0       0.60898502          37000
## 2208   0.5748       18931.0         5489.0       0.48171110          23900
## 2209   0.5634       21547.0         6334.0       0.60354374          16700
## 2210   0.1211        7695.0         4976.0       0.32588454          24000
## 2211   0.8080       15418.0         4097.0       0.34410112          15800
## 2212   0.4544        9500.0         4750.0       0.48732394          22900
## 2213   0.5926        9500.0         4750.0       0.38059268          19700
## 2214   0.4764       19423.5         5500.0       0.52212389          24500
## 2215   0.4594        7980.0         4750.0       0.36674260          14100
## 2216   0.9430       13625.0         4750.0       0.29476584          23400
## 2217   0.7390       29213.0         5500.0       0.39390292          33400
## 2218   0.1628        4181.0         2750.0       0.24302430          13500
## 2219   0.6772       25512.0         8450.5       0.45918367          15900
## 2220   0.5973       22434.0         8250.0       0.55850515          27800
## 2221   0.6793       27000.0         8750.0       0.81592321          42300
## 2222   0.4262        9060.5         5500.0       0.37406653          23400
## 2223   0.3242        9660.0         5024.5       0.36094897          23500
## 2224   0.5869        9500.0         4750.0       0.14922690          23200
## 2225   0.7243       18500.0         5500.0       0.77272727          26500
## 2226   0.8237       10071.0         3500.0       0.36650761          15100
## 2227   0.9385       32537.5        10250.0       0.76747037          21500
## 2228   0.1907        9500.0         5000.0       0.35154976          26100
## 2229   0.4738        5600.0         2800.0       0.20846252          17500
## 2230   0.7852       34300.0        13646.0       0.75562701          21700
## 2231   0.5992       27000.0         7000.0       0.85545024          31500
## 2232   0.6942       20250.0         5500.0       0.51673095          29100
## 2233   0.7813        9500.0         4192.0       0.27368421          19500
## 2234   0.8032       26982.0         8182.0       0.47065593          29300
## 2235   0.5034       25000.0        10814.0       0.86635945          60000
## 2236   0.1980       14284.5         6587.5       0.72638436          77900
## 2237   0.8236       22474.0         7500.0       0.52064109          36700
## 2238   0.8517       31000.0        10500.0       0.58945908          26300
## 2239   0.8832        9500.0         4051.0       0.29629630          25200
## 2240   0.1394        9750.0         4728.0       0.46877551          27000
## 2241   0.9440       11504.0         3391.0       0.34109589          16900
## 2242   0.8341       27000.0         8750.0       0.64034022          33900
## 2243   0.4198       21500.0         8500.0       0.59624647          38500
## 2244   0.3299        9000.0         5500.0       0.37857900          23300
## 2245   0.3256       23250.0         8750.0       0.68000000          35800
## 2246   0.7365       15250.0         4750.0       0.50877193          49900
## 2247   0.7783       25486.0        10313.0       0.61272727          28400
## 2248   0.7513       29213.0         5500.0       0.39390292          33400
## 2249   0.4783        9500.0         4750.0       0.25654450          12700
## 2250   0.4111       11000.0         5062.0       0.30472890          23900
## 2251   0.8367       19852.0         5570.0       0.45978986          18700
## 2252   0.8722       12000.0         5494.0       0.17816092          20200
## 2253   0.6782       29213.0         5500.0       0.39390292          33400
## 2254   0.3808        7750.0         4456.0       0.40686418          20600
## 2255   0.8200        9500.0         4750.0       0.35796270          21900
## 2256   0.7409       15105.0         4624.0       0.38461538          23000
## 2257   0.6364       12016.5         5500.0       0.48007968          16500
## 2258   0.5684        9500.0         4552.0       0.50194986          16600
## 2259   0.2606       12948.0         5906.5       0.48384831          24300
## 2260   0.8247       18772.0         6334.0       0.29703190          29300
## 2261   0.5732       18675.5         5500.0       0.52211127          29300
## 2262   0.2549        8946.0         4750.0       0.49008130          25400
## 2263   0.9139       27458.0         5667.0       0.51785714          23400
## 2264   0.6938       12603.0         3500.0       0.40077821          21200
## 2265   0.6534        9482.0         3751.0       0.33825598          18600
## 2266   0.1933       12000.0         5500.0       0.49099640          28200
## 2267   0.7915       25088.0         6500.0       0.64423077          26800
## 2268   0.6872       29213.0         5500.0       0.39390292          33400
## 2269   0.0465        7500.0         5500.0       0.51863857          52400
## 2270   0.5648        9866.0         4750.0       0.36772983          21900
## 2271   0.4764        8943.0         3305.0       0.40930233          16000
## 2272   0.5784       21500.0         8250.0       0.56307130          34300
## 2273   0.8750        8250.0         4750.0       0.29299363          15600
## 2274   0.9207       16334.0         6334.0       0.39643653          29900
## 2275   0.7030        9900.0         4750.0       0.37349398          15600
## 2276   0.7489       12000.0         7667.0       0.37971698          26300
## 2277   0.4453        7859.0         3750.0       0.30357143          14100
## 2278   0.5448        9500.0         4750.0       0.35348226          18000
## 2279   0.9040        5850.0         4163.0       0.32065217          30400
## 2280   0.0705        8802.5         4500.0       0.54268808          20500
## 2281   0.6400       11813.0         4750.0       0.24629436          33900
## 2282   0.8106       18772.0         6334.0       0.29703190          29300
## 2283   0.6889       19958.5         5500.0       0.62840746          28900
## 2284   0.5385        6249.0         2500.0       0.35754190          13600
## 2285   0.5293       22594.0         6500.0       0.51130435          36700
## 2286   0.4046        4775.0         3694.0       0.23268921          22300
## 2287   0.8209       27000.0         9500.0       0.61904762          27900
## 2288   0.2595       10734.0         4500.0       0.34188275          23600
## 2289   0.5565       21852.0         8750.0       0.80651466          57700
## 2290   0.8881       26417.0         4750.0       0.47051862          31300
## 2291   0.7935       30000.0        10064.0       0.73479006          22000
## 2292   0.8259       23750.0         5572.0       0.52358491          33200
## 2293   0.7345       13626.0         6692.5       0.50980392          13600
## 2294   0.8542       26583.0         6214.5       0.45188168          28800
## 2295   0.7287        9500.0         3749.0       0.23255814          18900
## 2296   0.5688       25650.0         8757.5       0.57876475          32200
## 2297   0.7786       21000.0         8698.0       0.64157119          30000
## 2298   0.1807       17286.0         6500.0       0.28051643          35300
## 2299   0.5125       21000.0         6028.5       0.57704684          29600
## 2300   0.4676       16517.5         5966.5       0.32487944          24500
## 2301   0.8726       18772.0         6334.0       0.29703190          29300
## 2302   0.9291       12227.0         3948.0       0.26040658          19700
## 2303   0.1525        5600.0         3200.0       0.29478827          21200
## 2304   0.1521        6195.0         3200.0       0.33978495          24700
## 2305   0.9264       21000.0         6227.5       0.30378439          25600
## 2306   0.6002       12228.0         5500.0       0.41283735          23500
## 2307   0.4863       10500.0         5119.5       0.40588235          15400
## 2308   0.0317        8180.0         3750.0       0.38646376          21600
## 2309   0.1190        5100.0         2822.0       0.36668819          23600
## 2310   0.1498        9000.0         4299.0       0.44734931          24100
## 2311   0.5407       20832.0         7275.0       0.58000985          37900
## 2312   0.3530        8000.0         3500.0       0.33681214          27200
## 2313   0.8601       27000.0         6334.0       0.47163121          25500
## 2314   0.4460       14000.0         7034.0       0.66376812          31400
## 2315   0.7185       16013.5         5933.0       0.53249476          16500
## 2316   0.4391        9500.0         4750.0       0.36849926          16600
## 2317   0.7682       14144.0         4750.0       0.45902649          18600
## 2318   0.7717       26000.0         7005.0       0.52623799          30700
## 2319   0.7615       22635.0         6500.0       0.47736093          31400
## 2320   0.6683       29213.0         5500.0       0.39390292          33400
## 2321   0.3216        5054.0         2250.0       0.25126962          15500
## 2322   0.2038        9298.0         5245.0       0.43105320          22800
## 2323   0.9451       14692.0         7500.0       0.33035714          15600
## 2324   0.1578        6000.0         3888.0       0.48288076          22100
## 2325   0.6832       13585.0         4365.0       0.41156069          15300
## 2326   0.4768       15000.0         7604.0       0.27289462          20300
## 2327   0.7850       45687.5        20250.0       0.53750000          29200
## 2328   0.8375       29168.0         9500.0       0.57142857          34100
## 2329   0.1891        6000.0         3500.0       0.60321058          17500
## 2330   0.4922       20029.0         6550.0       0.49126172          28500
## 2331   0.3112        9000.0         5500.0       0.28571429           9100
## 2332   0.5288       29213.0         5500.0       0.39390292          33400
## 2333   0.8971       13625.0         2750.0       0.28172043          24200
## 2334   0.8652       21175.5         5500.0       0.42264889          27300
## 2335   0.8774       10531.0         3964.0       0.36288022          21200
## 2336   0.2333       13837.5         6000.0       0.51103418          27500
## 2337   0.9571       24167.0         6942.0       0.37175141          17100
## 2338   0.0136        6125.0         4500.0       0.48619186          24800
## 2339   0.5762       20500.0         7082.0       0.54135101          29800
## 2340   0.2124        8250.0         4500.0       0.42881598          23500
## 2341   0.7674       27000.0         8750.0       0.74774775          36700
## 2342   0.6745       17354.0         8250.0       0.26063100          26500
## 2343   0.7038       25120.0         8750.0       0.84094368          39700
## 2344   0.7995       27000.0         9000.0       0.61782946          36200
## 2345   0.5211       19489.0         7999.0       0.48463188          33700
## 2346   0.4853       21500.0         9500.0       0.50037388          38800
## 2347   0.3615       12502.0         5750.0       0.34185952          20400
## 2348   0.6152        9500.0         4750.0       0.31395349          20200
## 2349   0.9676       19815.0         7287.0       0.39244186          22600
## 2350   0.1378       10000.0         4839.0       0.32840068          24400
## 2351   0.7658       23530.5         6500.0       0.50194553          22000
## 2352   0.5706        9833.0         4750.0       0.15699659          16800
## 2353   0.8552       23500.0         7667.0       0.54792681          23000
## 2354   0.8012       14144.0         4750.0       0.45902649          18600
## 2355   0.9265       18649.0         7073.0       0.39925373          21300
## 2356   0.3365       16000.0         8285.0       0.22602740          30000
## 2357   0.4623       15650.0         7509.0       0.31954351          26600
## 2358   0.7798       24250.0         8750.0       0.72929405          37000
## 2359   0.0514        4500.0         4750.0       0.36783042          20300
## 2360   0.6300        7667.0         4750.0       0.22697368          18000
## 2361   0.6933        6000.0         3719.0       0.33333333          28800
## 2362   0.3650       17750.0         7593.0       0.44278483          27400
## 2363   0.4779        9500.0         5343.0       0.33959900          15700
## 2364   0.0352        4800.0         4761.0       0.51309091          22000
## 2365   0.3395       14881.0         7500.0       0.62610805          38600
## 2366   0.0517       18854.0         6467.5       0.50297619          27600
## 2367   0.8142        9500.0         4750.0       0.27197802          49100
## 2368   0.8005       26417.0         4750.0       0.47051862          31300
## 2369   0.9484       29570.0         6009.5       0.39790576          24900
## 2370   0.9378       25232.5         6280.0       0.43678161          18600
## 2371   0.5753        8700.0         4750.0       0.26451613          14200
## 2372   0.6850        9500.0         4750.0       0.29507212          17700
## 2373   0.5094       12000.0         4750.0       0.43771044          12200
## 2374   0.8293       25750.0         6752.0       0.33668045          19200
## 2375   0.7806       29213.0         5500.0       0.39390292          33400
## 2376   0.7651       10751.0         4750.0       0.19057218          35500
## 2377   0.3066       15000.0         6500.0       0.68311638          39400
## 2378   0.4281       20083.0         5500.0       0.80980481          55800
## 2379   0.4549       27000.0         9500.0       0.51072961          33200
## 2380   0.6046       20000.0         9500.0       0.61916563          30600
## 2381   0.6484       15042.0         5005.0       0.36175637          23400
## 2382   0.8107       29213.0         5500.0       0.39390292          33400
## 2383   0.5763        9500.0         4544.0       0.40862322          28900
## 2384   0.5634       24198.0        11000.0       0.47083725          57600
## 2385   0.1529        6250.0         3500.0       0.40835517          26800
## 2386   0.6125       11000.0         4480.0       0.40314136          18400
## 2387   0.9228       25000.0        11000.0       0.67324561          32600
## 2388   0.1380       21500.0         6270.0       0.51157895          46400
## 2389   0.7993       25000.0         8750.0       0.60763889          26200
## 2390   0.4616       14505.5         7500.0       0.84724092          36800
## 2391   0.7824       16250.0         6978.0       0.61658031          20500
## 2392   0.1913        7000.0         3692.0       0.55095749          23200
## 2393   0.9235        9791.0         5736.0       0.53900536          32500
## 2394   0.1420        7000.0         3250.0       0.42211653          27600
## 2395   0.6036       22100.0         8632.5       0.66679764          33400
## 2396   0.6416       22138.5         6334.0       0.48656542          16600
## 2397   0.6303       24250.0         9847.5       0.52586207          26600
## 2398   0.6509       11813.0         4750.0       0.24629436          33900
## 2399   0.7408       27000.0         9500.0       0.49272349          37200
## 2400   0.7442        9791.0         5736.0       0.53900536          32500
## 2401   0.6527        9500.0         4750.0       0.30354449          20600
## 2402   0.4787       21500.0         8305.5       0.51913978          35900
## 2403   0.0553        8000.0         5023.0       0.55784244          21700
## 2404   0.7932       24478.0         8750.0       0.47460757          41800
## 2405   0.4864       27000.0         9500.0       0.59964349          28200
## 2406   0.2625        8811.0         4939.0       0.45014807          23000
## 2407   0.7526        9791.0         5736.0       0.53900536          32500
## 2408   0.5067       15661.0         5500.0       0.46114915          23700
## 2409   0.8583       18772.0         6334.0       0.29703190          29300
## 2410   0.5891       22500.0         8000.0       0.59090909          65500
## 2411   0.9191        9710.5         3274.0       0.41427050          17200
## 2412   0.6603       22500.0         6500.0       0.62916667          32100
## 2413   0.7344        9750.0         7935.0       0.37043863          23400
## 2414   0.2614        8308.5         4500.0       0.42177673          27900
## 2415   0.2333       10500.0         5500.0       0.42152337          25400
## 2416   0.6464       25930.5         5500.0       0.70849421          26000
## 2417   0.5212       22895.0         7422.0       0.49496199          31200
## 2418   0.9898        9500.0         4750.0       0.39814232          26300
## 2419   0.8649       39007.5         9500.0       0.43133747          32400
## 2420   0.4807        8980.0         4713.0       0.26431718          23800
## 2421   0.3215       18345.0         9834.0       0.71475410          52200
## 2422   0.7358        7938.0         3437.0       0.40815412          24100
## 2423   0.4415       20447.0         6273.0       0.66746411          21300
## 2424   0.7396       25140.0         9500.0       0.57957245          23700
## 2425   0.7599        9500.0         5500.0       0.33671329          23800
## 2426   0.5384       26500.0         8250.0       0.50152453          37500
## 2427   0.7838       11250.0         5524.0       0.32946429          26100
## 2428   0.2542       11545.5         5722.0       0.35861124          26700
## 2429   0.7735       25500.0        12501.0       0.56356736          40200
## 2430   0.8733       18772.0         6334.0       0.29703190          29300
## 2431   0.7445        9791.0         5736.0       0.53900536          32500
## 2432   0.3734        9000.0         3500.0       0.55350288          26500
## 2433   0.6822       22531.0         6500.0       0.60288809          34900
## 2434   0.7131       22705.0         5500.0       0.57251908          27900
## 2435   0.8692       27500.0         9834.0       0.69646799          35600
## 2436   0.4384       10822.0         5500.0       0.59691630          28400
## 2437   0.6022        9500.0         4750.0       0.32566766          20700
## 2438   0.8262       31083.0         6334.0       0.44078947          23300
## 2439   0.2331        6690.5         3191.0       0.06333333          18700
## 2440   0.8482        6331.0         2876.5       0.26002766          15300
## 2441   0.3566        6923.5         4750.0       0.50000000          15200
## 2442   0.7892       26001.0         7975.0       0.77188082          30100
## 2443   0.0549        8000.0         5500.0       0.43340564          28300
## 2444   0.6452       27000.0         7500.0       0.77736549          51000
## 2445   0.6152        3650.0         2750.0       0.27027027          17400
## 2446   0.3589       12557.5         4750.0       0.32857143          23200
## 2447   0.1741        8436.0         4937.0       0.52047021          26100
## 2448   0.5358       10987.5         4750.0       0.25257732          33400
## 2449   0.7814       25000.0         6500.0       0.78311111          29100
## 2450   0.8879       17800.0         4867.0       0.37672456          27700
## 2451   0.8221       18772.0         6334.0       0.29703190          29300
## 2452   0.9033       23000.0         5500.0       0.60589812          25200
## 2453   0.6711       14500.0         4750.0       0.36805556          49700
## 2454   0.9939       24167.0         6942.0       0.37175141          17100
## 2455   0.4764       21850.0         9500.0       0.59322581          26800
## 2456   0.4233        7481.0         3863.0       0.31564626          16100
## 2457   0.6205       16500.0         4750.0       0.44179104          13700
## 2458   0.7674       12207.5         5500.0       0.53333333          17700
## 2459   0.7336        9500.0         4750.0       0.31212229          19900
## 2460   0.4607        7100.0         3500.0       0.43096171          23700
## 2461   0.7274       20223.5         6000.0       0.43572615          21800
## 2462   0.6670        9500.0         4750.0       0.34581570          18700
## 2463   0.6400        8708.0         3745.0       0.36971707          25000
## 2464   0.8184       17800.0         4867.0       0.37672456          27700
## 2465   0.7031        9500.0         6334.0       0.33108758          17500
## 2466   0.7460       29213.0         5500.0       0.39390292          33400
## 2467   0.6928        9500.0         4750.0       0.31917717          19600
## 2468   0.5135       18931.0         5489.0       0.48171110          23900
## 2469   0.2921        9500.0         3175.0       0.34124147          26000
## 2470   0.7458       21500.0        11856.5       0.53220697          32700
## 2471   0.1864        8000.0         4258.0       0.34997427          19400
## 2472   0.8718       24974.0        15241.0       0.61660344          37400
## 2473   0.8599       15418.0         4097.0       0.34410112          15800
## 2474   0.6317       25000.0         8603.0       0.58721256          32200
## 2475   0.2408        6333.0         3500.0       0.42893082          28100
## 2476   0.8829       30992.0         6273.0       0.38424493          27100
## 2477   0.6098       24162.5         9500.0       0.55743243          22500
## 2478   0.1667        4500.0         3500.0       0.30764563          26400
## 2479   0.7721       29213.0         5500.0       0.39390292          33400
## 2480   0.9077       28678.5         9500.0       0.52317881          22300
## 2481   0.8523       14236.5         5957.5       0.54111406          28200
## 2482   0.5251       12145.0         5500.0       0.23830250          29100
## 2483   0.4470        9428.0         4750.0       0.25386997          18900
## 2484   0.8349       17800.0         4867.0       0.37672456          27700
## 2485   0.7947       12976.0         4750.0       0.27840909          16400
## 2486   0.9412        8083.0         3750.0       0.34285714          15800
## 2487   0.7554       31148.0         9500.0       0.57120743          30000
## 2488   0.4416       17844.5         4750.0       0.43281136          38000
## 2489   0.2245        6500.0         3433.5       0.51129178          29100
## 2490   0.2680       12136.0         5500.0       0.37337110          34300
## 2491   0.7487       18772.0         6334.0       0.29703190          29300
## 2492   0.7308        9500.0         4750.0       0.24214993          21300
## 2493   0.2046       17531.0         6500.0       0.35163399          29600
## 2494   0.7069        7063.0         2784.0       0.41554054          28200
## 2495   0.3561        7800.0         3500.0       0.42483660          13500
## 2496   0.7697       14144.0         4750.0       0.45902649          18600
## 2497   0.4734        5500.0         4450.0       0.31967213          21700
## 2498   0.9556        6340.0         4750.0       0.60396040          12900
## 2499   0.4974        9500.0         4544.0       0.40862322          28900
## 2500   0.7760        8350.0         4175.0       0.14471243          15000
## 2501   0.5031        6200.0         3500.0       0.54729730          11000
## 2502   0.1658        5600.0         2800.0       0.20846252          17500
## 2503   0.9848       25752.0         8833.0       0.34428795          17800
## 2504   0.8619       18772.0         6334.0       0.29703190          29300
## 2505   0.3739       14321.5         6250.0       0.72336350          30900
## 2506   0.8778       35000.0         6334.0       0.46650906          22900
## 2507   0.8699       19852.0         5570.0       0.45978986          18700
## 2508   0.6542       15721.0         7805.0       0.46343652          44400
## 2509   0.8829       13500.0         5500.0       0.13399504          33700
## 2510   0.0691        6700.0         3916.5       0.37748593          26700
## 2511   0.6493        9676.0         4750.0       0.38837675          23300
## 2512   0.4773       18750.0         7500.0       0.70616762          38000
## 2513   0.8489       18772.0         6334.0       0.29703190          29300
## 2514   0.6375       25750.0         6752.0       0.33668045          19200
## 2515   0.3118       32639.0         6334.0       0.48332546          36500
## 2516   0.5676       24478.5        12000.0       0.65695364          36400
## 2517   0.5198       14700.0         7732.0       0.38073709          26700
## 2518   0.5207       15500.0         6108.5       0.56658740          27800
## 2519   0.6596        9500.0         4750.0       0.35750179          17200
## 2520   0.7637       29213.0         5500.0       0.39390292          33400
## 2521   0.7595       29500.0         7334.0       0.31819646          27900
## 2522   0.7967        7731.5         3500.0       0.40659341          16400
## 2523   0.6529        7521.0         3801.5       0.28336980          18600
## 2524   0.5585       25894.0         8750.0       0.84376701          37800
## 2525   0.7955        8000.0         3668.0       0.31838565          16700
## 2526   0.0496        7000.0         2850.0       0.43232717          25600
## 2527   0.5437        8708.0         3745.0       0.36971707          25000
## 2528   0.4056       26100.0         6000.0       0.36842105          27700
## 2529   0.8333       18772.0         6334.0       0.29703190          29300
## 2530   0.9677       12125.0         4750.0       0.28754448          16800
## 2531   0.6894       12100.0         3977.0       0.41734104          18000
## 2532   0.5927       20000.0         9500.0       0.73775216          35100
## 2533   0.3305        7500.0         3500.0       0.16067653          15700
## 2534   0.4839       18750.0         6141.0       0.46797482          31100
## 2535   0.4190       25000.0         5500.0       0.46495327          55200
## 2536   0.4728       21500.0         6500.0       0.51754386          32500
## 2537   0.1134       13313.0         5708.0       0.41157294          23900
## 2538   0.6452       13626.0         6692.5       0.50980392          13600
## 2539   0.2692        5600.0         3000.0       0.45036070          20200
## 2540   0.7585       26417.0         4750.0       0.47051862          31300
## 2541   0.6656       11813.0         4750.0       0.24629436          33900
## 2542   0.8451       25500.0         9500.0       0.49489796          23600
## 2543   0.6176       17000.0         6253.0       0.43885918          22400
## 2544   0.9412       19191.5         6334.0       0.35099338          20000
## 2545   0.7561       20000.0         4750.0       0.45430346          30400
## 2546   0.4454        9500.0         4474.0       0.20782509          13400
## 2547   0.8226       14144.0         4750.0       0.45902649          18600
## 2548   0.4101       18301.0         5895.5       0.52072660          28600
## 2549   0.8235       29500.0         7334.0       0.31819646          27900
## 2550   0.7218       25290.0         8750.0       0.48982755          30200
## 2551   0.8287       16955.0         9500.0       0.25412541          45400
## 2552   0.5206       21500.0         6802.0       0.45488181          27600
## 2553   0.2728       17825.0         5500.0       0.50929368          44200
## 2554   0.3092        7262.0         3887.5       0.35515320          23700
## 2555   0.7250       21166.0         8332.0       0.53071253          28900
## 2556   0.8557       27722.0         6334.0       0.40760475          23500
## 2557   0.5546       15220.0         8046.0       0.33275058          33900
## 2558   0.4776        8350.0         4750.0       0.37630662          22600
## 2559   0.4788       29213.0         5500.0       0.39390292          33400
## 2560   0.5451       26334.0         7500.0       0.51913478          25200
## 2561   0.9096       31950.5         5500.0       0.24757282          27500
## 2562   0.6891        9500.0         4750.0       0.34261242          17200
## 2563   0.5825       12250.0         5500.0       0.48864266          26000
## 2564   0.6618       29213.0         5500.0       0.39390292          33400
## 2565   0.7705       21523.0         4447.0       0.42022472          18600
## 2566   0.7766       27000.0         8750.0       0.59051942          27200
## 2567   0.5025        9500.0         4750.0       0.32670906          19900
## 2568   0.3834       14112.5         4500.0       0.32776686          14900
## 2569   0.8371        8550.0         4635.0       0.21663778          24300
## 2570   0.9180       21875.0         6500.0       0.52554889          30400
## 2571   0.8659        8456.0         4029.0       0.36962306          18400
## 2572   0.7464       27000.0         7118.5       0.70194986          34700
## 2573   0.6182       22613.0         6750.0       0.55879351          33200
## 2574   0.9190       22000.0         7000.0       0.69414101          25700
## 2575   0.4286       23832.5         5500.0       0.61477987          48600
## 2576   0.9490        9500.0         4350.0       0.39664804          24400
## 2577   0.7259       27000.0         8250.0       0.64577343          31800
## 2578   0.3014       17500.0         7500.0       0.73780838          64300
## 2579   0.7546        7877.0         3753.0       0.31421672          19400
## 2580   0.3607       10500.0         5500.0       0.39520958          24000
## 2581   0.7278        6333.0         5125.0       0.20645161          11000
## 2582   0.5180       22001.5         6889.0       0.61387755          22900
## 2583   0.9091       18772.0         6334.0       0.29703190          29300
## 2584   0.7432       18772.0         6334.0       0.29703190          29300
## 2585   0.8303       27947.0        10763.0       0.73783186          24900
## 2586   0.4622       14250.0         5148.0       0.44475287          24700
## 2587   0.5598       12000.0         4865.5       0.33512064          19100
## 2588   0.6026       12000.0         4750.0       0.21333333          28400
## 2589   0.8772       29213.0         5500.0       0.39390292          33400
## 2590   0.1621        8000.0         3500.0       0.40029699          26200
## 2591   0.7564       10222.0         4750.0       0.38986410          20500
## 2592   0.6488       23000.0         7500.0       0.39494865          35700
## 2593   0.6501       23000.0         6500.0       0.60416667          36800
## 2594   0.4071        5500.0         4750.0       0.43514329          23400
## 2595   0.0515        5500.0         4828.0       0.33755507          19600
## 2596   0.3994       19000.0         7500.0       0.73205528          50100
## 2597   0.8200       17800.0         4867.0       0.37672456          27700
## 2598   0.5833        8172.5         3569.0       0.44066148          14200
## 2599   0.1859        8071.0         3500.0       0.34606205          22200
## 2600   0.4214       10920.0         6715.0       0.48345452          24900
## 2601   0.0853        2687.0         1751.0       0.42193548          17000
## 2602   0.8671       39007.5         9500.0       0.43133747          32400
## 2603   0.8981        8456.0         4029.0       0.36962306          18400
## 2604   0.6292       29213.0         5500.0       0.39390292          33400
## 2605   0.7201       25000.0         9500.0       0.62295082          34100
## 2606   0.6693        7307.0         4124.0       0.20569620          37500
## 2607   0.8551       29500.0         7334.0       0.31819646          27900
## 2608   0.4870        9500.0         4474.0       0.20782509          13400
## 2609   0.3750       16444.5         7500.0       0.78145777          35400
## 2610   0.6989       20223.5         6000.0       0.43572615          21800
## 2611   0.5491        8375.0         5500.0       0.50458716          22300
## 2612   0.8080       18772.0         6334.0       0.29703190          29300
## 2613   0.8272       12697.5         9573.5       0.34920635          27200
## 2614   0.5842       14575.5         6301.0       0.29810726          28500
## 2615   0.3276        3500.0         3400.0       0.22580645          13900
## 2616   0.8365       27800.0         9500.0       0.63600000          27500
## 2617   0.6668       24077.0         9100.0       0.62187620          32000
## 2618   0.9256       11250.0         5524.0       0.32946429          26100
## 2619   0.3446        9000.0         3500.0       0.57142857          30300
## 2620   0.6704       11056.0         3591.0       0.40939105          26900
## 2621   0.5141        8519.5         4746.0       0.41489362          20000
## 2622   0.8722       25000.0         9500.0       0.60139860          31900
## 2623   0.7388       13500.0         5149.0       0.26202452          16900
## 2624   0.9154       15623.0         5575.5       0.27397260          15700
## 2625   0.6097       27000.0         9500.0       0.59519409          27100
## 2626   0.7090       25580.0         5750.0       0.76464844          36700
## 2627   0.4938       15250.0         6500.0       0.57403727          34800
## 2628   0.6454        9791.0         5736.0       0.53900536          32500
## 2629   0.6247       12750.0         5125.0       0.21773971          28000
## 2630   0.0000        4500.0         2758.5       0.23950382          21500
## 2631   0.6415       26511.0         5500.0       0.83055092          39200
## 2632   0.8862       37540.0         6334.0       0.50403078          22200
## 2633   0.6494        8157.0         4490.0       0.39173148          19500
## 2634   0.9085       23500.0         7667.0       0.54792681          23000
## 2635   0.7791       27000.0         5500.0       0.68829517          34900
## 2636   0.8246       27000.0         8728.5       0.63582090          30400
## 2637   0.3899       18000.0         6500.0       0.44954128          36300
## 2638   0.1759        8225.0         3500.0       0.25684485          27600
## 2639   0.8383        9791.0         5736.0       0.53900536          32500
## 2640   0.5863       25827.0         7741.0       0.70928962          38200
## 2641   0.5553       25619.0         8250.0       0.57481368          36800
## 2642   0.4406       26417.0         4750.0       0.47051862          31300
## 2643   0.9365       16000.0         5500.0       0.32618510          23200
## 2644   0.2734        8325.0         3500.0       0.45711297          20900
## 2645   0.4694       20481.0         8751.0       0.54275381          38900
## 2646   0.6720       24849.5         6500.0       0.56399469          33000
## 2647   0.5426        9500.0         3657.0       0.28316832          19500
## 2648   0.9459       24650.0         8377.0       0.50164294          30200
## 2649   0.6579       16000.0         4750.0       0.58585859          27400
## 2650   0.8193       18772.0         6334.0       0.29703190          29300
## 2651   0.3370        6333.0         3008.5       0.23487032          19700
## 2652   0.8401       34187.0         8688.5       0.51641791          24300
## 2653   0.3951       19500.0         8750.0       0.83255086          43400
## 2654   0.6494       26000.0         5500.0       0.84115806          42500
## 2655   0.4701       13175.5         5500.0       0.41809343          32200
## 2656   0.8362       15433.0         4750.0       0.25239617          18800
## 2657   0.7557       29213.0         5500.0       0.39390292          33400
## 2658   0.1026        8499.0         3668.0       0.35871594          23900
## 2659   0.8833       17886.5         5945.5       0.41768416          20100
## 2660   0.7411       12343.0         6977.0       0.45571956          16700
## 2661   0.9269       18255.0         9500.0       0.26456876          39200
## 2662   0.6442       10350.0         4435.5       0.17424242          33900
## 2663   0.8409       25000.0         9500.0       0.57202505          28800
## 2664   0.0787        5250.0         2625.0       0.36524915          23100
## 2665   0.1704        9000.0         4748.5       0.44351929          27000
## 2666   0.4009       18750.0         6000.0       0.37674323          24500
## 2667   0.6192        9500.0         4750.0       0.36525130          19700
## 2668   0.8285        9500.0         4750.0       0.28525641          26500
## 2669   0.7552       25000.0        10250.0       0.60576923          28600
## 2670   0.9135       11646.5         5279.0       0.36942675          17800
## 2671   0.4964        9500.0         4530.0       0.35564854          21000
## 2672   0.6148       26000.0         8250.0       0.78075652          41800
## 2673   0.6493       17500.0         8548.0       0.38718342          23200
## 2674   0.6488       16217.5         4500.0       0.33333333          50300
## 2675   0.6778       25000.0         8000.0       0.74612130          34400
## 2676   0.1856       10745.5         4500.0       0.43258892          20900
## 2677   0.8264       24200.0         7301.5       0.65142857          29900
## 2678   0.6209       23000.0        10000.0       0.50654129          28800
## 2679   0.5093        9500.0         4750.0       0.32670906          19900
## 2680   0.9800        9500.0         4750.0       0.31030620          20200
## 2681   0.6281       26000.0         7750.0       0.80025940          27000
## 2682   0.6566       12750.0         5125.0       0.21773971          28000
## 2683   0.3905        5500.0         2751.0       0.17891374          30800
## 2684   0.5823       27251.0        19500.0       0.69762846          30600
## 2685   0.7736       12708.0         4750.0       0.17205323          31600
## 2686   0.6992        9500.0         5125.0       0.45833333          16800
## 2687   0.5524       12378.0         5500.0       0.63903421          23400
## 2688   0.7719       14144.0         4750.0       0.45902649          18600
## 2689   0.6732       25000.0        11062.5       0.57142857          38200
## 2690   0.4402        9500.0         5343.0       0.33959900          15700
## 2691   0.5437       11408.0         4703.0       0.31321939          20800
## 2692   0.7970        9500.0         3500.0       0.46073298          20400
## 2693   0.0703        5826.5         3500.0       0.47786660          20200
## 2694   0.7647       14144.0         4750.0       0.45902649          18600
## 2695   0.7961        8988.0         3705.0       0.24453552          26600
## 2696   0.8109       30086.5         6499.5       0.38151261          24800
## 2697   0.5003       21500.0         7750.0       0.72127037          45100
## 2698   0.6194       11813.0         4750.0       0.24629436          33900
## 2699   0.4373       16920.0         7148.0       0.54719739          34100
## 2700   0.3563        8045.0         4500.0       0.29931973          28100
## 2701   0.0183        4715.0         3069.0       0.50620821          26700
## 2702   0.6840       25625.0        10500.0       0.79710591          35000
## 2703   0.8984       19852.0         5570.0       0.45978986          18700
## 2704   0.7462       13411.0         4646.0       0.34051835          22500
## 2705   0.4427       23000.0         8750.0       0.65148064          34800
## 2706   0.3413        9950.5         4527.5       0.40524476          25000
## 2707   0.8056       22000.0         5500.0       0.51023392          26300
## 2708   0.9692        7825.0         3650.0       0.22222222          13600
## 2709   0.5791       10225.0         4500.0       0.30561478          24100
## 2710   0.1827        7000.0         3000.0       0.44949193          21400
## 2711   0.9984        9500.0         4750.0       0.28674203          15900
## 2712   0.6786       20827.0         9700.0       0.58222550          32800
## 2713   0.7121       20250.0         5500.0       0.64221557          19300
## 2714   0.2321        7247.0         3500.0       0.31675875          23900
## 2715   0.5662       18833.0         7158.0       0.88825078          31400
## 2716   0.6935       16666.0         8791.0       0.47328960          35300
## 2717   0.4868       10000.0         3500.0       0.31565603          13700
## 2718   0.5987       12000.0         8000.0       0.56338028          25200
## 2719   0.3930        6500.0         3500.0       0.49673203          30200
## 2720   0.7826       14583.0         5000.0       0.33258553          20800
## 2721   0.9620       12579.5         5367.0       0.35546875          19600
## 2722   0.5095       19797.0         5348.0       0.38381976          27700
## 2723   0.7289       21875.0         6500.0       0.52554889          30400
## 2724   0.7824       24373.0         6334.0       0.31637650          26100
## 2725   0.6466       17907.0         5904.0       0.45144725          21600
## 2726   0.7260       27000.0        10757.5       0.64884135          30900
## 2727   0.8983       14500.0         4750.0       0.38520408          15600
## 2728   0.7081       28250.0         9834.0       0.54945055          38200
## 2729   0.6143       13303.0         5500.0       0.39250000          17200
## 2730   0.3092        8500.0         3500.0       0.51290972          22100
## 2731   0.4211        8000.0         3500.0       0.27332602          21700
## 2732   0.5993       23500.0         7501.0       0.79733164          48700
## 2733   0.3199        9543.5         4750.0       0.37126866          22600
## 2734   0.8390       30551.0        10000.0       0.76963351          25800
## 2735   0.3770       32639.0         6334.0       0.48332546          36500
## 2736   0.6504       25486.0         7291.5       0.78120617          34900
## 2737   0.6105       13450.0         3750.0       0.73033708          27200
## 2738   0.5812       12125.0         5564.5       0.43234426          24100
## 2739   0.7833        9791.0         5736.0       0.53900536          32500
## 2740   0.5478       16000.0         7647.0       0.28719008          28600
## 2741   0.2814        9000.0         4750.0       0.44710223          24900
## 2742   0.7955       14144.0         4750.0       0.45902649          18600
## 2743   0.0980        3550.0         2625.0       0.23742138          15400
## 2744   0.8471       12228.0         5500.0       0.41283735          23500
## 2745   0.1420        5751.0         3500.0       0.41930998          26800
## 2746   0.6638       12125.0         5564.5       0.43234426          24100
## 2747   0.5548        9500.0         4750.0       0.26470588          10400
## 2748   0.7600       23500.0         7667.0       0.54792681          23000
## 2749   0.3909       14403.5         5750.0       0.42375314          24000
## 2750   0.8297       27000.0         7200.0       0.77607362          30900
## 2751   0.5167       18625.0         5500.0       0.32971602          26800
## 2752   0.4508       17750.0         7593.0       0.44278483          27400
## 2753   0.6368       13303.0         5500.0       0.39250000          17200
## 2754   0.9675        8607.0         3991.0       0.25189647          19600
## 2755   0.7347        9500.0         4750.0       0.33904585          21800
## 2756   1.0000       11831.0         8444.0       0.29325058          16000
## 2757   0.5790       26500.0         8250.0       0.50152453          37500
## 2758   0.5507        8107.0         4054.0       0.28419183          24200
## 2759   0.8662       17800.0         4867.0       0.37672456          27700
## 2760   0.7739       48250.0        14486.0       0.36224490          22000
## 2761   0.2813       23125.0         6334.0       0.32755842          19900
## 2762   0.5860       25000.0         6998.0       0.67351779          37000
## 2763   0.9648        8005.0         3239.0       0.40830116          24500
## 2764   0.3782       15625.0         5500.0       0.50340624          34600
## 2765   0.4988        9500.0         4750.0       0.35825545          19900
## 2766   0.8679       23937.5         6008.5       0.51562500          25600
## 2767   0.5617       22096.0         6625.0       0.47334289          32800
## 2768   0.9804        8607.0         3991.0       0.25189647          19600
## 2769   0.1214        5600.0         2800.0       0.20846252          17500
## 2770   0.8012       18500.0         3822.0       0.30696576          42700
## 2771   0.5346        9500.0         4260.0       0.35444854          23300
## 2772   0.5372        9500.0         4750.0       0.36989247          24800
## 2773   0.8260       18772.0         6334.0       0.29703190          29300
## 2774   0.5918       10974.0         4137.0       0.42379182          14600
## 2775   0.7807       29213.0         5500.0       0.39390292          33400
## 2776   1.0000       24608.0         5859.5       0.37101893          24900
## 2777   0.9793        8107.0         4750.0       0.30914826          20200
## 2778   0.1411        4000.0         2250.0       0.42747112          22900
## 2779   0.7451       23000.0         6500.0       0.69981584          29000
## 2780   0.8503       18772.0         6334.0       0.29703190          29300
## 2781   0.0543       10435.0         5000.0       0.43482773          25500
## 2782   0.7242       15436.5         5021.5       0.29345088          16400
## 2783   0.5983       12000.0         5500.0       0.30247479          26200
## 2784   0.7346        9500.0         4750.0       0.35796270          21900
## 2785   0.1815       22319.5         6690.0       0.34650957          21400
## 2786   0.7245        9500.0         3928.0       0.33884298          27800
## 2787   0.0783        9500.0         5036.5       0.54896061          24400
## 2788   0.7757       14144.0         4750.0       0.45902649          18600
## 2789   0.7056       23756.0         6250.0       0.43298082          41900
## 2790   0.9184       24500.0         9500.0       0.53292729          30500
## 2791   0.5903       27000.0        10723.5       0.79694897          61400
## 2792   0.8521       25000.0         9050.0       0.81036269          28100
## 2793   0.7576       24500.0         8250.0       0.46896068          29000
## 2794   0.6879        9669.0         4296.0       0.33414044          17400
## 2795   0.7653       11528.0         5604.0       0.33410673          21900
## 2796   0.7161       24749.0         8946.0       0.44306556          27100
## 2797   0.6873       21500.0         7500.0       0.65263782          32900
## 2798   0.8299       18772.0         6334.0       0.29703190          29300
## 2799   0.5468       19500.0         8000.0       0.63654618          23400
## 2800   0.4500        4372.0         3900.0       0.28643216          18000
## 2801   0.2445        9725.0         4500.0       0.29166667          24300
## 2802   0.7130        9702.0         4750.0       0.45856354          13800
## 2803   0.0760        6500.0         4000.0       0.41231733          23800
## 2804   0.6125        5482.0         2006.0       0.32670455          23900
## 2805   0.7035       21000.0         7978.0       0.30055511          34800
## 2806   0.7286       23710.0         8250.0       0.62686567          28500
## 2807   0.7897       18772.0         6334.0       0.29703190          29300
## 2808   0.4315       23250.0        11500.0       0.70658430          45000
## 2809   0.8708       23275.0         6121.0       0.40342124          21300
## 2810   0.8640       39007.5         9500.0       0.43133747          32400
## 2811   0.3057       10512.0         5500.0       0.38941229          20700
## 2812   0.5429        5805.0         2766.5       0.33054393          20100
## 2813   0.5642       21250.0         9022.0       0.64030692          41000
## 2814   0.6552        6690.5         3191.0       0.06333333          18700
## 2815   0.7277       15750.0         6958.0       0.37415182          24500
## 2816   0.0234        4500.0         2250.0       0.70275000          22400
## 2817   0.6542       18772.0         6334.0       0.29703190          29300
## 2818   0.5431       24125.0         8250.0       0.68129771          25000
## 2819   0.7339       27000.0         8750.0       0.65632653          37400
## 2820   0.5810       11813.0         4750.0       0.24629436          33900
## 2821   0.4821        6222.0         3346.5       0.17424242          13800
## 2822   0.5854       12988.5         4089.5       0.28212703          24900
## 2823   0.8566       18808.5         4750.0       0.37485898          21600
## 2824   1.0000       16500.0         6277.0       0.22556391           8300
## 2825   0.7946       29667.0         6334.0       0.36873530          26400
## 2826   0.8229       14144.0         4750.0       0.45902649          18600
## 2827   0.6871        6958.5         3167.0       0.38864629          19200
## 2828   0.8742       18772.0         6334.0       0.29703190          29300
## 2829   0.7548        9065.5         3500.0       0.24248851          23600
## 2830   0.8255       26275.0         9500.0       0.60495049          37000
## 2831   0.1321        5950.0         3902.0       0.30693069          20600
## 2832   0.6457        9564.0         4750.0       0.37373737          18500
## 2833   0.8725        9833.0         5311.0       0.39388145          17100
## 2834   0.2285       12250.0         6750.0       0.36145511          19500
## 2835   0.2105       17750.0         7593.0       0.44278483          27400
## 2836   0.2363        3289.5         2043.0       0.16889632          16400
## 2837   0.4254       12000.0         5808.0       0.29803688          28400
## 2838   0.8414       18772.0         6334.0       0.29703190          29300
## 2839   0.7532       10500.0         3750.0       0.39470954          15300
## 2840   0.4735       18802.0         5500.0       0.53615128          28000
## 2841   0.8253       14144.0         4750.0       0.45902649          18600
## 2842   0.7627       14500.0         9500.0       0.41966504          35900
## 2843   0.4512        9375.0         5500.0       0.52941176          21500
## 2844   0.8804       34738.5         9500.0       0.72427184          16600
## 2845   0.4837       24000.0         5500.0       0.58021978          63700
## 2846   0.9288       11250.0         5524.0       0.32946429          26100
## 2847   0.6046       23400.0         8000.0       0.62467532          27200
## 2848   0.7500       29500.0         6334.0       0.31851852          24000
## 2849   0.6008       24500.0         8250.0       0.46896068          29000
## 2850   0.9139       30500.0         5500.0       0.35540070          26400
## 2851   0.6817       25184.5        14486.5       0.66916488          28800
## 2852   0.6016       22250.0         7516.0       0.53643681          29200
## 2853   0.8577       27000.0        13000.0       0.57567917          30400
## 2854   0.5015       25000.0         9500.0       0.61388889          34300
## 2855   0.6992       23500.0         6250.0       0.59410112          29600
## 2856   0.2669        5600.0         2800.0       0.20846252          17500
## 2857   0.4457        9833.0         4750.0       0.38181818          17700
## 2858   0.5206        6500.0         2488.0       0.23130435          13900
## 2859   0.7083       24849.0         9362.0       0.63729809          31200
## 2860   0.6684       24375.0         5500.0       0.60956175          28100
## 2861   0.8378       18772.0         6334.0       0.29703190          29300
## 2862   0.2643       20137.5        12200.0       0.50836120          67200
## 2863   0.5234        8286.0         6924.0       0.45772595          17100
## 2864   0.6393       24500.0         9428.5       0.63656337          28400
## 2865   0.4101       10500.0         5966.0       0.24210058          27000
## 2866   0.6644        8562.0         3171.0       0.42595674          17700
## 2867   0.7587       12429.0         7500.0       0.29745515          32300
## 2868   0.6360       15000.0         6990.0       0.35325132          22300
## 2869   0.5979        9500.0         3611.0       0.45205479          15900
## 2870   0.7615       39007.5         9500.0       0.43133747          32400
## 2871   1.0000        9500.0         4750.0       0.32748840          20800
## 2872   0.8378       14144.0         4750.0       0.45902649          18600
## 2873   0.1491        8400.0         4400.0       0.35196687          23300
## 2874   0.8917       28913.0         9500.0       0.55384615          20200
## 2875   0.1308        6183.0         4059.5       0.60692464          30700
## 2876   0.4414        9425.0         5500.0       0.36546185          27300
## 2877   0.9283       18808.5         4750.0       0.37485898          21600
## 2878   0.9855       28125.0         8000.0       0.56263858          31700
## 2879   0.7688       25872.0         4308.0       0.49721534          18400
## 2880   0.4870       19592.5         7500.0       0.55169527          30100
## 2881   0.6812       20223.5         6000.0       0.43572615          21800
## 2882   0.8265       28250.0         6346.0       0.47878261          28500
## 2883   0.7778       22537.5         7500.0       0.61657033          27600
## 2884   0.7334       27000.0         9000.0       0.62074130          36700
## 2885   0.4714       19000.0         5500.0       0.53141831          26000
## 2886   0.7422       27000.0         8750.0       0.71390728          32100
## 2887   0.5426        8350.0         4750.0       0.37630662          22600
## 2888   0.6522       26000.0        10500.0       0.47033595          33300
## 2889   0.9831        5169.0         4259.0       0.44370861          14500
## 2890   0.5972       21725.0         7500.0       0.51464714          27500
## 2891   0.8936       20000.0         9500.0       0.37833333          77500
## 2892   0.9489       20000.0         6459.0       0.29247911          34500
## 2893   0.3078       10182.0         4500.0       0.37800155          20500
## 2894   0.7146       27375.0         9500.0       0.65023793          38800
## 2895   0.3671       21000.0         7083.0       0.75525424          44100
## 2896   0.7783       17800.0         4867.0       0.37672456          27700
## 2897   0.8631       18772.0         6334.0       0.29703190          29300
## 2898   0.4641        8233.0         4750.0       0.28421053          23400
## 2899   0.7478       14144.0         4750.0       0.45902649          18600
## 2900   0.7500        9261.0         3642.0       0.29380054          24900
## 2901   0.8847       18772.0         6334.0       0.29703190          29300
## 2902   0.9922        7600.0         3792.0       0.38342541          26100
## 2903   0.7319       28000.0        10792.0       0.66387727          34400
## 2904   0.6676       25691.0         6500.0       0.67433469          37100
## 2905   0.3603       21500.0         9500.0       0.57777778          33300
## 2906   0.7686        9500.0         4698.5       0.35170604          23800
## 2907   0.3946        9500.0         5000.0       0.47263242          25400
## 2908   0.6155       15300.0        12000.0       0.34864547          50000
## 2909   0.3425        8047.0         3500.0       0.37065972          18300
## 2910   0.8510       18772.0         6334.0       0.29703190          29300
## 2911   0.0654        8526.5         4500.0       0.37080352          20700
## 2912   0.8206       27000.0         9500.0       0.56709957          29600
## 2913   0.5434       26443.0         8874.5       0.82962448          44000
## 2914   0.9180       22069.0         8112.0       0.61666667          28400
## 2915   0.9962       17886.5         5945.5       0.41768416          20100
## 2916   0.7807        9710.5         3274.0       0.41427050          17200
## 2917   0.2234        7650.0         4750.0       0.51175657          21400
## 2918   0.7225        9500.0         3898.0       0.39842681          16900
## 2919   0.6225       11622.0         5500.0       0.42720764          18000
## 2920   0.3608        7338.0         3670.0       0.25228758          15500
## 2921   0.0970        8579.5         4500.0       0.34288948          19300
## 2922   0.8583        5150.0         2750.0       0.16701031          12300
## 2923   0.7806       18834.0         4750.0       0.45608466          40600
## 2924   0.8319       17264.0         4750.0       0.41972973          21100
## 2925   0.5380       23763.0         5500.0       0.81721249          46100
## 2926   0.5866        9500.0         5412.0       0.37766831          20400
## 2927   0.7919       43487.0         6866.0       0.39217877          25600
## 2928   0.5569        6713.0         3626.0       0.27865169          19300
## 2929   0.9337        9500.0         4479.0       0.28733306          24800
## 2930   0.9515       28484.0         8981.0       0.28160920          18900
## 2931   0.9447       20000.0         3898.0       0.48982668          23400
## 2932   0.7741       24050.0        11000.0       0.68178202          43300
## 2933   0.9386       27920.0         7460.0       0.81568627          17800
## 2934   0.4619        8000.0         4500.0       0.47335526          24100
## 2935   0.5519        9500.0         4474.0       0.20782509          13400
## 2936   0.5621       19369.0         6975.5       0.56978320          25400
## 2937   0.8840        9500.0         4750.0       0.33333333          25500
## 2938   0.5635       18500.0         9500.0       0.57022472          27500
## 2939   0.5927       18202.0         5500.0       0.74758221          26900
## 2940   0.8898       18772.0         6334.0       0.29703190          29300
## 2941   0.8089        8091.0         4748.0       0.18611111          20100
## 2942   0.2735        9500.0         5318.0       0.40630643          24400
## 2943   0.3801       12500.0         7000.0       0.76463390          32100
## 2944   0.7152       17987.5         6500.0       0.64921466          26900
## 2945   0.4895        5500.0         3483.0       0.26873385          23600
## 2946   0.8513       35000.0         6334.0       0.46650906          22900
## 2947   0.6099        9500.0         3530.0       0.48923534          25100
## 2948   0.8372       14144.0         4750.0       0.45902649          18600
## 2949   0.9600       14950.5         5783.0       0.42756184          22200
## 2950   0.7793       14144.0         4750.0       0.45902649          18600
## 2951   0.8134       25000.0        11000.0       0.52479339          36200
## 2952   0.8675       10751.0         4750.0       0.19057218          35500
## 2953   0.8324       18772.0         6334.0       0.29703190          29300
## 2954   0.8455       17800.0         4867.0       0.37672456          27700
## 2955   0.2607       10500.0         5000.0       0.36665759          23300
## 2956   0.5285       18500.0         6250.0       0.41670310          25900
## 2957   0.6735       11087.0         3666.0       0.35014409          18400
## 2958   0.6578        9500.0         3500.0       0.35107169          18800
## 2959   0.7011       25212.5         9340.0       0.61076120          25200
## 2960   0.6424       14959.0         5500.0       0.46583851          31000
## 2961   0.5424        9500.0         3894.0       0.33516484          16700
## 2962   0.4104       17500.0        11000.0       0.55549846          60900
## 2963   0.5668        7649.0         5250.0       0.43000000          23200
## 2964   0.2709        9000.0         4750.0       0.32815869          21600
## 2965   0.7581        9500.0         4650.0       0.20332937          23600
## 2966   0.0804        7306.0         4000.0       0.43840000          27100
## 2967   0.1118        3500.0         1750.0       0.30150754          26200
## 2968   0.7746       17800.0         4867.0       0.37672456          27700
## 2969   0.6032        8388.0         3500.0       0.40476190          16800
## 2970   0.3667       17125.0         5500.0       0.33642798          24300
## 2971   0.7792        9500.0         4750.0       0.35830091          24000
## 2972   0.4237       14350.0         5221.0       0.32275641          14700
## 2973   0.7766       18772.0         6334.0       0.29703190          29300
## 2974   0.9435       23036.0         5369.0       0.39470813          20500
## 2975   0.4577       18750.0         8204.0       0.69279805          36700
## 2976   0.1885        8400.0         4445.5       0.40823349          24900
## 2977   0.5321        6782.0         3542.0       0.19327731          21800
## 2978   0.0865       11500.0         5500.0       0.46387349          21500
## 2979   0.3322       15000.0         6000.0       0.65599078          30200
## 2980   0.3997       15206.0         5500.0       0.40301260          26000
## 2981   0.5413       12468.0         5500.0       0.33138173          29300
## 2982   0.5124        6333.0         3008.5       0.23487032          19700
## 2983   0.7356       15933.5         5571.0       0.14877102          31100
## 2984   0.7821       27000.0         9500.0       0.65862069          23700
## 2985   0.3549        7848.0         3839.0       0.32866557          22800
## 2986   0.8783       18772.0         6334.0       0.29703190          29300
## 2987   0.3225       32639.0         6334.0       0.48332546          36500
## 2988   0.6947       29213.0         5500.0       0.39390292          33400
## 2989   0.4865        7705.0         3853.0       0.29375000          19500
## 2990   0.6364        8708.0         3745.0       0.36971707          25000
## 2991   0.6761       22500.0        14606.0       0.64328900          38600
## 2992   0.8925       15336.0         8250.0       0.69775281          18700
## 2993   0.6464        9500.0         3518.0       0.39389068          20900
## 2994   0.6489       22250.0         8250.0       0.57079568          28900
## 2995   0.9285        9500.0         4479.0       0.28733306          24800
## 2996   0.6423       19000.0         7670.0       0.60444158          26500
## 2997   0.8760       25500.0         9500.0       0.46800731          47500
## 2998   0.8487       18772.0         6334.0       0.29703190          29300
## 2999   0.5182       21250.0         7195.0       0.41643168          35300
## 3000   0.5198       24800.0         8000.0       0.47312273          29500
## 3001   0.0146        4499.0         4000.0       0.41349450          24100
## 3002   0.4247        7722.0         4250.0       0.25270758          13900
## 3003   0.7052        9500.0         4750.0       0.31395349          20200
## 3004   0.0626        9750.0         4750.0       0.51429739          27200
## 3005   0.5987        9500.0         3500.0       0.35955882          18600
## 3006   0.6966       24154.0         6500.0       0.69148223          35700
## 3007   0.8175       29500.0         8615.5       0.62367865          27900
## 3008   0.8198       24373.0         6334.0       0.31637650          26100
## 3009   0.8901       10555.0         5500.0       0.44270833          21800
## 3010   0.6802        5924.0         2130.5       0.39156627          10800
## 3011   0.4502       15000.0         9081.0       0.66650839          30900
## 3012   0.4430        5500.0         4000.0       0.25507398          15500
## 3013   0.5781       18368.0         5500.0       0.50250000          22900
## 3014   0.8204       32500.0        13939.5       0.63762102          51100
## 3015   0.5241       13262.0         7339.5       0.35789474          24700
## 3016   0.8255       39007.5         9500.0       0.43133747          32400
## 3017   0.0939        8000.0         3750.0       0.38248175          27600
## 3018   0.9457        9500.0         5500.0       0.33671329          23800
##      MD_EARN_WNE_P10 RPY_3YR_RT_SUPP  CDR3 Associate's-degree
## 1              14600      0.16666667 0.145                  0
## 2              29600      0.26340206 0.289                  1
## 3              36800      0.55835010 0.083                  0
## 4              41700      0.78959811 0.061                  0
## 5              22800      0.43465909 0.200                  1
## 6              48300      0.75528734 0.038                  0
## 7              17800      0.17607973 0.211                  0
## 8              26700      0.33306386 0.187                  1
## 9              42900      0.66222658 0.071                  1
## 10             38500      0.46484642 0.038                  1
## 11             33600      0.60593220 0.090                  0
## 12             36600      0.49317595 0.146                  0
## 13             24300      0.35000000 0.349                  0
## 14             19300      0.49180328 0.124                  0
## 15             39300      0.44055944 0.158                  0
## 16             49200      0.23622187 0.151                  0
## 17             31800      0.40130506 0.190                  1
## 18             21500      0.15555556 0.289                  1
## 19             22700      0.24892704 0.163                  1
## 20             34800      0.50000000 0.176                  0
## 21             41300      0.78537957 0.041                  0
## 22             42200      0.74238763 0.094                  1
## 23             14000      0.07602339 0.333                  0
## 24             29400      0.50000000 0.123                  1
## 25             33200      0.61997126 0.149                  1
## 26             43800      0.67319055 0.085                  0
## 27             38400      0.56005398 0.082                  0
## 28             32200      0.56396396 0.129                  0
## 29             29100      0.36248237 0.175                  1
## 30             35800      0.59253042 0.106                  0
## 31             18200      0.24954792 0.212                  0
## 32             51100      0.70076784 0.043                  0
## 33             37000      0.32146733 0.158                  0
## 34             51100      0.26380794 0.260                  0
## 35             38600      0.37878788 0.329                  1
## 36             43900      0.85575540 0.025                  0
## 37             51100      0.26380794 0.260                  0
## 38             28600      0.45438039 0.165                  1
## 39             41100      0.80571429 0.037                  0
## 40             31300      0.58407080 0.179                  1
## 41             24600      0.33148789 0.155                  0
## 42             24000      0.27378190 0.232                  0
## 43             38200      0.76949153 0.073                  1
## 44             35500      0.70616114 0.071                  0
## 45             31100      0.23601533 0.135                  1
## 46             37000      0.32146733 0.158                  0
## 47             23200      0.31153846 0.234                  0
## 48             15100      0.23943662 0.297                  0
## 49             52000      0.71403813 0.053                  0
## 50             38800      0.26156837 0.286                  1
## 51             37300      0.44955454 0.082                  0
## 52             47000      0.35745640 0.234                  0
## 53             17900      0.37101449 0.208                  1
## 54             49200      0.23622187 0.151                  0
## 55             61700      0.80185759 0.054                  0
## 56             25300      0.14371517 0.282                  1
## 57             31300      0.64473684 0.111                  0
## 58             38800      0.26156837 0.286                  1
## 59             37800      0.42095416 0.201                  0
## 60             27500      0.24252287 0.226                  0
## 61             27400      0.24260652 0.262                  1
## 62             19400      0.18037975 0.227                  0
## 63             27900      0.65197568 0.126                  1
## 64             27300      0.47230321 0.184                  1
## 65             51100      0.26380794 0.260                  0
## 66             38800      0.57337526 0.125                  0
## 67             29700      0.39017170 0.252                  1
## 68             47300      0.46187968 0.118                  0
## 69             44800      0.70712401 0.056                  0
## 70             51000      0.65828092 0.083                  0
## 71             34800      0.64970930 0.080                  0
## 72             42300      0.33069554 0.174                  0
## 73             21700      0.24663798 0.220                  0
## 74             38800      0.66849716 0.085                  0
## 75             20800      0.33422460 0.146                  0
## 76             14500      0.21739130 0.219                  0
## 77             45600      0.56286550 0.073                  0
## 78             18400      0.66666667 0.090                  0
## 79             24200      0.45497630 0.264                  1
## 80             41800      0.86050157 0.024                  0
## 81             40500      0.74315789 0.051                  0
## 82             30600      0.39848749 0.241                  0
## 83             46700      0.73757962 0.037                  0
## 84             48600      0.82745826 0.016                  0
## 85             38300      0.69994603 0.079                  0
## 86             28300      0.16196965 0.237                  1
## 87             26200      0.15902022 0.280                  0
## 88             22600      0.12964213 0.186                  0
## 89             19400      0.45801527 0.128                  0
## 90             53800      0.72295082 0.038                  0
## 91             23000      0.44951140 0.155                  0
## 92             47500      0.55143078 0.046                  0
## 93             38800      0.70000000 0.103                  1
## 94             17500      0.48979592 0.123                  0
## 95             22400      0.18362076 0.299                  1
## 96             36000      0.50794798 0.165                  0
## 97             56600      0.82199389 0.048                  0
## 98             27000      0.31604610 0.297                  0
## 99             23900      0.14117647 0.248                  0
## 100            24100      0.11077390 0.324                  0
## 101            19400      0.54601227 0.132                  0
## 102            32700      0.24118024 0.388                  1
## 103            25500      0.39910714 0.132                  0
## 104            34700      0.25706569 0.203                  0
## 105            41700      0.85615848 0.029                  0
## 106            34400      0.39663115 0.224                  1
## 107            21500      0.33607400 0.097                  0
## 108            25500      0.52631579 0.166                  0
## 109            43900      0.58260870 0.079                  0
## 110            27000      0.52415459 0.156                  1
## 111            24600      0.37216828 0.306                  0
## 112            27400      0.24260652 0.262                  0
## 113            33800      0.34105534 0.104                  0
## 114            36300      0.59251412 0.077                  0
## 115            26700      0.33306386 0.187                  1
## 116            21600      0.52071006 0.164                  0
## 117            25000      0.11966739 0.180                  0
## 118            26300      0.25070159 0.199                  0
## 119            20400      0.23000000 0.106                  0
## 120            29900      0.72596154 0.040                  0
## 121            46500      0.72223788 0.060                  0
## 122            33900      0.45465800 0.154                  0
## 123            21200      0.17233809 0.177                  0
## 124            29600      0.30288151 0.272                  0
## 125            15500      0.24137931 0.375                  0
## 126            31300      0.27544910 0.270                  0
## 127            47500      0.81978452 0.051                  0
## 128            13800      0.23214286 0.099                  0
## 129            17000      0.30243902 0.299                  0
## 130            29500      0.30639731 0.272                  0
## 131            34000      0.50604839 0.164                  1
## 132            21500      0.33607400 0.097                  0
## 133            13800      0.36979167 0.221                  0
## 134            38800      0.26156837 0.286                  1
## 135            19300      0.65734266 0.134                  0
## 136            34800      0.53822630 0.181                  0
## 137            32400      0.51712329 0.137                  1
## 138            25700      0.12828485 0.232                  0
## 139            41700      0.74935065 0.063                  0
## 140            30700      0.45945946 0.147                  1
## 141            42500      0.72189349 0.094                  0
## 142            56700      0.83143049 0.068                  0
## 143            42600      0.56212511 0.136                  0
## 144            28300      0.32029067 0.236                  1
## 145            27400      0.51587302 0.152                  1
## 146            45400      0.62574167 0.043                  0
## 147            45000      0.85396590 0.034                  0
## 148            47300      0.75400566 0.045                  0
## 149            32100      0.51123596 0.121                  0
## 150            38600      0.58883249 0.120                  0
## 151            26200      0.46128501 0.290                  1
## 152            21200      0.18561485 0.112                  0
## 153            13300      0.18798956 0.100                  0
## 154            22400      0.18362076 0.299                  1
## 155            42300      0.33069554 0.174                  0
## 156            50700      0.78000000 0.026                  0
## 157            24000      0.15366289 0.183                  1
## 158            25200      0.46319569 0.205                  0
## 159            26600      0.32781457 0.269                  1
## 160            24400      0.17625459 0.180                  0
## 161            29600      0.30288151 0.272                  0
## 162            23200      0.36962025 0.085                  0
## 163            36300      0.42209632 0.223                  0
## 164            15200      0.28813559 0.155                  0
## 165            30200      0.23625753 0.234                  1
## 166            52600      0.87370062 0.028                  0
## 167            32800      0.40384615 0.157                  0
## 168            21500      0.33607400 0.097                  0
## 169            27500      0.29017857 0.247                  1
## 170            37400      0.68197409 0.084                  0
## 171            24300      0.25482196 0.124                  0
## 172            32700      0.57024793 0.070                  1
## 173            15200      0.14619883 0.108                  0
## 174            23200      0.14702508 0.293                  0
## 175            34900      0.56025994 0.086                  0
## 176            32600      0.72391304 0.042                  0
## 177            25400      0.37714988 0.247                  1
## 178            31500      0.20650530 0.164                  0
## 179            52300      0.66666667 0.068                  0
## 180            31600      0.57738435 0.154                  1
## 181            27100      0.26055992 0.326                  0
## 182            21500      0.33607400 0.097                  0
## 183            38800      0.26156837 0.286                  1
## 184            51100      0.26380794 0.260                  0
## 185            40700      0.53847499 0.085                  0
## 186            51100      0.26380794 0.260                  0
## 187            47700      0.72579721 0.050                  0
## 188            24200      0.25111111 0.178                  1
## 189            25000      0.11966739 0.180                  0
## 190            31700      0.47926267 0.171                  0
## 191            36500      0.39759036 0.240                  0
## 192            38700      0.46701389 0.106                  0
## 193            31300      0.29772257 0.194                  0
## 194            23500      0.43750000 0.083                  1
## 195            16800      0.44444444 0.197                  0
## 196            18100      0.27826087 0.098                  0
## 197            21200      0.10472279 0.198                  0
## 198            21700      0.24663798 0.220                  0
## 199            29000      0.70353982 0.050                  0
## 200            37100      0.60103181 0.091                  0
## 201            18900      0.32045455 0.140                  0
## 202            16400      0.33333333 0.583                  0
## 203            37000      0.63068921 0.084                  0
## 204            22000      0.23211814 0.216                  0
## 205            19900      0.22162162 0.238                  0
## 206            51100      0.26380794 0.260                  0
## 207            38400      0.54716981 0.147                  0
## 208            41000      0.75329567 0.053                  0
## 209            29400      0.31602540 0.216                  1
## 210            23800      0.35546875 0.310                  0
## 211            37000      0.32146733 0.158                  0
## 212            27500      0.36625514 0.266                  1
## 213            27400      0.24260652 0.262                  0
## 214            28500      0.62755102 0.131                  0
## 215            19500      0.21459227 0.201                  0
## 216            14900      0.29365079 0.166                  0
## 217            11600      0.28662420 0.094                  0
## 218            45100      0.59489343 0.080                  0
## 219            43500      0.76760427 0.047                  0
## 220            33400      0.20806102 0.262                  1
## 221            35100      0.57548638 0.115                  0
## 222            47000      0.35745640 0.234                  0
## 223            22400      0.18362076 0.299                  1
## 224            43600      0.61640798 0.082                  1
## 225            28700      0.37745803 0.207                  1
## 226            22200      0.11512718 0.157                  0
## 227            41500      0.47326368 0.216                  0
## 228            24600      0.11816578 0.278                  0
## 229            19000      0.36369417 0.289                  0
## 230            38800      0.26156837 0.286                  1
## 231            35200      0.44734473 0.197                  0
## 232            36700      0.44124323 0.116                  0
## 233            22900      0.50170648 0.127                  0
## 234            24400      0.30894309 0.140                  1
## 235            28300      0.16196965 0.237                  0
## 236            37200      0.66071429 0.094                  0
## 237            17600      0.17500000 0.255                  0
## 238            39100      0.27016780 0.163                  0
## 239            37600      0.88589540 0.024                  0
## 240            31500      0.43939394 0.185                  0
## 241            12200      0.06896552 0.538                  0
## 242            28600      0.36199095 0.260                  1
## 243            39500      0.66666667 0.116                  0
## 244            23100      0.11650273 0.193                  0
## 245            37000      0.32146733 0.158                  0
## 246            27900      0.25943190 0.268                  0
## 247            27300      0.29086538 0.231                  1
## 248            40400      0.49771689 0.245                  0
## 249            38900      0.66106870 0.052                  0
## 250            42300      0.81467181 0.058                  0
## 251            22400      0.18362076 0.299                  1
## 252            26200      0.30343511 0.277                  1
## 253            43300      0.70841300 0.059                  0
## 254            35400      0.62535873 0.109                  1
## 255            36400      0.45033860 0.167                  0
## 256            22700      0.46204620 0.136                  0
## 257            18900      0.44748858 0.251                  0
## 258            95500      0.71038251 0.015                  0
## 259            43000      0.74169435 0.042                  0
## 260            30000      0.29336579 0.246                  1
## 261            22500      0.18802441 0.191                  1
## 262            33100      0.35984848 0.291                  0
## 263            24600      0.15602837 0.365                  0
## 264            40500      0.61663856 0.088                  0
## 265            27500      0.29739336 0.149                  0
## 266            44000      0.77608142 0.051                  0
## 267            38600      0.57812500 0.084                  0
## 268            47500      0.74564945 0.058                  0
## 269            39100      0.42301943 0.268                  1
## 270            33200      0.49536560 0.155                  1
## 271            38800      0.26156837 0.286                  1
## 272            19600      0.54754308 0.174                  0
## 273            42300      0.33069554 0.174                  1
## 274            58500      0.89181692 0.026                  0
## 275            21100      0.17406340 0.330                  1
## 276            39500      0.68915223 0.076                  0
## 277            21500      0.33607400 0.097                  0
## 278            35300      0.65172014 0.091                  0
## 279            51500      0.72373541 0.036                  0
## 280            31700      0.46361746 0.109                  0
## 281            27100      0.26055992 0.326                  0
## 282            21500      0.33607400 0.097                  0
## 283            49500      0.74524043 0.039                  0
## 284            39600      0.80885781 0.056                  0
## 285            19900      0.56250000 0.160                  0
## 286            20500      0.33777778 0.206                  0
## 287            34700      0.54892966 0.082                  0
## 288            34500      0.49663785 0.214                  1
## 289            18000      0.24712042 0.392                  1
## 290            31900      0.60774411 0.115                  0
## 291            29200      0.17818182 0.155                  0
## 292            38100      0.61117861 0.061                  0
## 293            32300      0.53256705 0.141                  1
## 294            42900      0.66222658 0.071                  0
## 295            30600      0.38417120 0.214                  0
## 296            35300      0.38811881 0.152                  1
## 297            21500      0.33607400 0.097                  0
## 298            33600      0.64971751 0.067                  0
## 299            43000      0.72824156 0.044                  0
## 300            41200      0.73920553 0.063                  0
## 301            29300      0.50155763 0.198                  1
## 302            40900      0.44134078 0.163                  0
## 303            50300      0.57284300 0.078                  0
## 304            23200      0.20200893 0.224                  0
## 305            24900      0.19947507 0.310                  1
## 306            30400      0.56767677 0.161                  0
## 307            40200      0.56789233 0.085                  0
## 308            32800      0.60333692 0.107                  0
## 309            51100      0.26380794 0.260                  0
## 310            56900      0.60000000 0.122                  1
## 311            22400      0.18362076 0.299                  1
## 312            56600      0.73372781 0.078                  1
## 313            29200      0.45251397 0.075                  0
## 314            28600      0.49411765 0.140                  0
## 315            34300      0.28571429 0.182                  1
## 316            43700      0.53692615 0.148                  0
## 317            23100      0.27272727 0.230                  1
## 318            29400      0.45528109 0.113                  0
## 319            38800      0.26156837 0.286                  1
## 320            37300      0.84352078 0.084                  0
## 321            39100      0.53967955 0.110                  0
## 322            33300      0.59230769 0.173                  0
## 323            31300      0.64893617 0.126                  0
## 324            34600      0.55862923 0.147                  0
## 325            46000      0.74892308 0.063                  0
## 326            38100      0.90706320 0.022                  0
## 327            28200      0.28571429 0.205                  1
## 328            43700      0.57285975 0.049                  1
## 329            16200      0.29931973 0.241                  0
## 330            48500      0.89378238 0.020                  0
## 331            38500      0.69090909 0.064                  0
## 332            35600      0.63701068 0.142                  1
## 333            21500      0.33607400 0.097                  0
## 334            41800      0.48332592 0.081                  0
## 335            34800      0.43157662 0.202                  0
## 336            21700      0.24663798 0.220                  0
## 337            37400      0.33988355 0.201                  0
## 338            39500      0.60861759 0.093                  0
## 339            37000      0.32146733 0.158                  0
## 340            27300      0.43315508 0.153                  0
## 341            27100      0.26055992 0.326                  0
## 342            25300      0.14371517 0.282                  1
## 343            40400      0.35249622 0.159                  0
## 344            33300      0.58527828 0.102                  0
## 345            34500      0.48725419 0.201                  0
## 346            38800      0.26156837 0.286                  1
## 347            30000      0.48309179 0.211                  0
## 348            29600      0.28725038 0.285                  0
## 349            24800      0.53240279 0.161                  0
## 350            55000      0.72194112 0.053                  0
## 351            40700      0.61364643 0.086                  0
## 352            59700      0.89712919 0.020                  0
## 353            26600      0.53080569 0.133                  1
## 354            36100      0.32988196 0.246                  1
## 355            48400      0.74095797 0.024                  0
## 356            28900      0.35460993 0.230                  1
## 357            21500      0.18260870 0.243                  0
## 358            22900      0.16287215 0.288                  0
## 359            27400      0.12893082 0.267                  0
## 360            26700      0.72727273 0.127                  0
## 361            74500      0.86663771 0.033                  0
## 362            16200      0.09090909 0.212                  0
## 363            51700      0.90028490 0.022                  0
## 364            33500      0.12947067 0.415                  0
## 365            26300      0.28899637 0.407                  1
## 366            31900      0.52066116 0.162                  0
## 367            27600      0.38831836 0.233                  1
## 368            17900      0.27922078 0.226                  0
## 369            31500      0.42750000 0.248                  1
## 370            36000      0.38009050 0.154                  0
## 371            29800      0.32582938 0.271                  0
## 372            61500      0.69265503 0.073                  0
## 373            42900      0.66222658 0.071                  1
## 374            48900      0.61494325 0.096                  0
## 375            30600      0.18125553 0.248                  0
## 376            31900      0.44998054 0.210                  1
## 377            24200      0.49044586 0.203                  0
## 378            38800      0.26156837 0.286                  1
## 379            41400      0.58611657 0.067                  0
## 380            32400      0.60089686 0.141                  0
## 381            35900      0.67753201 0.084                  0
## 382            38800      0.80144778 0.058                  0
## 383            33800      0.61710794 0.124                  0
## 384            28400      0.52989691 0.180                  0
## 385            26900      0.35792350 0.305                  1
## 386            31200      0.40222222 0.100                  1
## 387            28000      0.22265247 0.147                  0
## 388            18700      0.21134021 0.076                  0
## 389            23900      0.23230089 0.216                  1
## 390            30800      0.50408163 0.173                  1
## 391            26400      0.30921053 0.180                  1
## 392            28900      0.32177101 0.115                  0
## 393            23500      0.36010363 0.232                  1
## 394            42300      0.33069554 0.174                  0
## 395            21500      0.33607400 0.097                  0
## 396            48400      0.88088235 0.018                  0
## 397            28800      0.59598214 0.218                  0
## 398            27400      0.24260652 0.262                  1
## 399            40700      0.57506053 0.099                  0
## 400            17600      0.31531532 0.156                  0
## 401            28800      0.21098726 0.230                  1
## 402            23000      0.10395656 0.098                  1
## 403            30300      0.32656587 0.196                  1
## 404            40500      0.78164557 0.028                  0
## 405            21500      0.33607400 0.097                  0
## 406            14300      0.22567748 0.359                  0
## 407            46800      0.33921411 0.155                  0
## 408            21500      0.33607400 0.097                  0
## 409            34900      0.50752838 0.137                  0
## 410            15700      0.43703704 0.129                  0
## 411            32500      0.29829545 0.215                  1
## 412            27900      0.53947368 0.235                  0
## 413            52000      0.64046179 0.067                  0
## 414            35500      0.51970443 0.158                  1
## 415            46000      0.73302495 0.061                  0
## 416            29100      0.34806974 0.281                  0
## 417            15000      0.34003350 0.265                  0
## 418            75200      0.77609428 0.029                  0
## 419            48800      0.76189311 0.044                  0
## 420            25900      0.16080808 0.104                  0
## 421            20100      0.18709677 0.197                  1
## 422            40100      0.32015810 0.075                  0
## 423            34900      0.44722439 0.171                  0
## 424            49900      0.71037736 0.033                  0
## 425            20100      0.18688525 0.181                  0
## 426            35200      0.47957339 0.131                  0
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## 1698           24500      0.16202091 0.281                  0
## 1699           37000      0.32146733 0.158                  0
## 1700           46800      0.68750000 0.062                  0
## 1701           46000      0.58193980 0.085                  0
## 1702           21900      0.13689320 0.107                  1
## 1703           25300      0.14371517 0.282                  1
## 1704           31500      0.52781065 0.117                  0
## 1705           32300      0.42314335 0.214                  1
## 1706           27800      0.16904910 0.245                  0
## 1707           52600      0.57484326 0.067                  0
## 1708           34400      0.56603774 0.116                  0
## 1709           38600      0.49274345 0.111                  0
## 1710           30200      0.47980027 0.189                  1
## 1711           30300      0.45348369 0.153                  1
## 1712           23500      0.19926304 0.115                  0
## 1713           24700      0.22176118 0.144                  0
## 1714           34300      0.58443855 0.241                  0
## 1715           15200      0.15938865 0.137                  0
## 1716           39400      0.78048780 0.075                  0
## 1717           38800      0.73825503 0.033                  0
## 1718           34200      0.46153846 0.159                  0
## 1719           27800      0.16904910 0.245                  0
## 1720           25700      0.23496188 0.268                  1
## 1721           27100      0.36254448 0.164                  0
## 1722           35500      0.48137255 0.155                  0
## 1723           23800      0.40912365 0.213                  0
## 1724           33300      0.52713178 0.152                  1
## 1725           22100      0.45739910 0.140                  0
## 1726           41200      0.34258271 0.303                  0
## 1727           60700      0.83027027 0.029                  0
## 1728           21700      0.24663798 0.220                  0
## 1729           22400      0.25834128 0.229                  0
## 1730           50900      0.68600868 0.045                  0
## 1731           44800      0.73798077 0.037                  0
## 1732           36600      0.71323529 0.095                  0
## 1733           32000      0.47510941 0.220                  1
## 1734           40100      0.62095960 0.096                  0
## 1735           22400      0.25834128 0.229                  0
## 1736            9800      0.75833333 0.015                  0
## 1737           31800      0.70443350 0.056                  0
## 1738           26600      0.39682540 0.223                  0
## 1739           19600      0.54754308 0.174                  0
## 1740           43400      0.62311341 0.089                  0
## 1741           39700      0.55104895 0.057                  0
## 1742           18900      0.18867925 0.324                  0
## 1743           41300      0.65467626 0.086                  0
## 1744           43500      0.79785969 0.033                  0
## 1745           42900      0.83590963 0.033                  0
## 1746           35700      0.63843813 0.075                  0
## 1747           35700      0.30765683 0.185                  0
## 1748           33900      0.32327166 0.118                  0
## 1749           25200      0.39916405 0.160                  0
## 1750           31100      0.64971751 0.061                  1
## 1751           21500      0.33607400 0.097                  0
## 1752           25000      0.09721948 0.217                  0
## 1753           36600      0.71323529 0.095                  0
## 1754           28200      0.37665198 0.234                  1
## 1755           35100      0.46341463 0.184                  0
## 1756           47500      0.66680345 0.069                  0
## 1757           24000      0.06696429 0.295                  1
## 1758           49300      0.77327760 0.051                  0
## 1759           36000      0.60487020 0.067                  0
## 1760           35900      0.66942149 0.090                  1
## 1761           40200      0.74731348 0.051                  0
## 1762           34300      0.15839393 0.204                  0
## 1763           18700      0.41134752 0.195                  0
## 1764           42300      0.76794764 0.065                  0
## 1765           38800      0.26156837 0.286                  1
## 1766           24000      0.53246753 0.098                  0
## 1767           29100      0.68376068 0.055                  0
## 1768           40700      0.72688478 0.068                  0
## 1769           43800      0.54694836 0.166                  1
## 1770           45700      0.73283082 0.062                  0
## 1771           30800      0.34384273 0.228                  0
## 1772           35800      0.49247144 0.174                  1
## 1773           28500      0.21073298 0.336                  1
## 1774           45000      0.59169550 0.045                  0
## 1775           26800      0.38380282 0.372                  1
## 1776           14500      0.45200000 0.006                  0
## 1777           38900      0.59808612 0.096                  0
## 1778           17900      0.22861842 0.085                  1
## 1779           19600      0.33865815 0.264                  0
## 1780           54900      0.68370044 0.046                  0
## 1781           32400      0.49891162 0.184                  0
## 1782           25700      0.12828485 0.232                  0
## 1783           21500      0.33607400 0.097                  0
## 1784           28300      0.38818565 0.269                  1
## 1785           25600      0.12811594 0.348                  1
## 1786           38900      0.69329073 0.087                  0
## 1787           33400      0.59920263 0.091                  1
## 1788           25300      0.14371517 0.282                  0
## 1789           29200      0.38264739 0.297                  0
## 1790           43400      0.62049989 0.098                  0
## 1791           34100      0.54133065 0.127                  0
## 1792           14700      0.24137931 0.146                  0
## 1793           17000      0.38715953 0.319                  0
## 1794           21400      0.53053435 0.049                  0
## 1795           31200      0.33811475 0.139                  0
## 1796           45900      0.61214953 0.087                  0
## 1797           23400      0.14043035 0.222                  0
## 1798           70000      0.73493976 0.040                  0
## 1799           39700      0.84485407 0.018                  0
## 1800           51100      0.26380794 0.260                  0
## 1801           35300      0.56140351 0.129                  1
## 1802           20700      0.22483468 0.161                  0
## 1803           35900      0.76721311 0.096                  1
## 1804           31800      0.31861199 0.232                  1
## 1805           20600      0.30148270 0.153                  0
## 1806           51200      0.59089574 0.102                  0
## 1807           69000      0.84615385 0.058                  0
## 1808           38800      0.47717842 0.184                  0
## 1809           35400      0.62535873 0.109                  1
## 1810           46500      0.86605505 0.045                  0
## 1811           21500      0.33607400 0.097                  0
## 1812           15400      0.32915361 0.110                  0
## 1813           53000      0.77182517 0.055                  0
## 1814           38600      0.65979381 0.099                  0
## 1815           30900      0.29162311 0.185                  1
## 1816           39300      0.46456140 0.101                  0
## 1817           38800      0.26156837 0.286                  1
## 1818           28700      0.62878788 0.103                  0
## 1819           23000      0.44951140 0.155                  0
## 1820           26200      0.40575916 0.237                  1
## 1821           29300      0.42733813 0.239                  0
## 1822           38800      0.26156837 0.286                  1
## 1823           25400      0.20120120 0.173                  0
## 1824           35500      0.45045045 0.158                  1
## 1825           26800      0.73287671 0.100                  0
## 1826           32600      0.68288854 0.131                  0
## 1827           62600      0.79873418 0.043                  0
## 1828           42300      0.55964912 0.088                  0
## 1829           23500      0.11129661 0.190                  0
## 1830           21500      0.33607400 0.097                  0
## 1831           26900      0.41000000 0.261                  1
## 1832           16200      0.22471910 0.078                  0
## 1833           40200      0.80733083 0.040                  0
## 1834           34100      0.61538462 0.127                  1
## 1835           35600      0.60702614 0.104                  1
## 1836           29000      0.83707865 0.023                  0
## 1837           23800      0.45454545 0.114                  1
## 1838           30800      0.32285575 0.254                  0
## 1839           39500      0.54859364 0.101                  0
## 1840           27300      0.53501401 0.092                  1
## 1841           24200      0.46601942 0.171                  0
## 1842           27200      0.28795812 0.292                  0
## 1843           34800      0.47342995 0.132                  1
## 1844           38800      0.26156837 0.286                  1
## 1845           56100      0.92700730 0.014                  0
## 1846           23000      0.51315789 0.102                  0
## 1847           34200      0.56061310 0.152                  1
## 1848           31800      0.40507614 0.215                  1
## 1849           21500      0.27843803 0.189                  0
## 1850           27500      0.29739336 0.149                  0
## 1851           23800      0.45454545 0.114                  1
## 1852           34800      0.50495049 0.168                  0
## 1853           29800      0.32631579 0.203                  0
## 1854           38800      0.26156837 0.286                  1
## 1855           36100      0.37217391 0.155                  0
## 1856           31200      0.36330398 0.226                  1
## 1857           25500      0.44936709 0.209                  0
## 1858           29600      0.30288151 0.272                  0
## 1859           24400      0.37037037 0.200                  1
## 1860           37500      0.58536585 0.130                  0
## 1861           39000      0.81159956 0.033                  0
## 1862           30200      0.52391800 0.121                  1
## 1863           36100      0.32988196 0.246                  0
## 1864           55000      0.85004359 0.021                  0
## 1865           38800      0.82326622 0.063                  0
## 1866           19600      0.38996139 0.280                  0
## 1867           24900      0.19344262 0.365                  0
## 1868           25000      0.35980149 0.231                  0
## 1869           52900      0.69334230 0.058                  0
## 1870           33900      0.49063032 0.219                  1
## 1871           16800      0.38685015 0.198                  1
## 1872           19700      0.30039012 0.205                  0
## 1873           31300      0.41600454 0.244                  1
## 1874           41400      0.60241692 0.082                  0
## 1875           26600      0.42025699 0.215                  1
## 1876           36500      0.74193548 0.068                  0
## 1877           39200      0.37533040 0.188                  0
## 1878           32900      0.45896657 0.165                  1
## 1879           28200      0.15467904 0.279                  0
## 1880           18600      0.44483986 0.096                  1
## 1881           16900      0.31395349 0.176                  0
## 1882           20300      0.19047619 0.350                  0
## 1883           33600      0.46720214 0.159                  0
## 1884           13300      0.18798956 0.100                  0
## 1885           31100      0.23601533 0.135                  1
## 1886           27800      0.51923077 0.101                  0
## 1887           23900      0.41040462 0.097                  0
## 1888           47000      0.35745640 0.234                  0
## 1889           19400      0.07837838 0.141                  0
## 1890           38300      0.80972516 0.044                  0
## 1891           28500      0.21073298 0.336                  1
## 1892           46700      0.82873478 0.032                  0
## 1893           30800      0.32285575 0.254                  0
## 1894           33400      0.20806102 0.262                  1
## 1895           40600      0.19235925 0.292                  0
## 1896           28400      0.27707006 0.186                  1
## 1897           23300      0.21037182 0.126                  0
## 1898           64400      0.88376384 0.018                  0
## 1899           21500      0.33607400 0.097                  0
## 1900           40600      0.50803461 0.122                  0
## 1901           25700      0.41538462 0.240                  1
## 1902           40100      0.70206490 0.094                  0
## 1903           40600      0.58823529 0.158                  0
## 1904           22900      0.63636364 0.111                  0
## 1905           33500      0.48805461 0.137                  1
## 1906           35300      0.61545882 0.146                  1
## 1907           19300      0.44571429 0.169                  0
## 1908           27000      0.23940058 0.284                  1
## 1909           39900      0.56432247 0.099                  0
## 1910           29300      0.40054870 0.260                  0
## 1911           41300      0.67295792 0.060                  0
## 1912           38800      0.26156837 0.286                  1
## 1913           86700      0.93012048 0.018                  0
## 1914           34500      0.58070175 0.166                  0
## 1915           30500      0.37518464 0.203                  1
## 1916           21500      0.25972006 0.173                  0
## 1917           22400      0.18362076 0.299                  1
## 1918           38000      0.63387660 0.101                  1
## 1919           26500      0.16013438 0.190                  0
## 1920           23800      0.28392484 0.246                  1
## 1921           27900      0.25943190 0.268                  1
## 1922           44900      0.77106518 0.071                  0
## 1923           32100      0.41037037 0.195                  1
## 1924           19700      0.23044397 0.177                  0
## 1925           38200      0.80155642 0.044                  0
## 1926           28700      0.24180328 0.160                  1
## 1927           22400      0.18362076 0.299                  1
## 1928           39000      0.70605105 0.076                  0
## 1929           31800      0.40130506 0.190                  1
## 1930           15200      0.28813559 0.155                  0
## 1931           22500      0.20049505 0.162                  0
## 1932           36000      0.54895251 0.129                  1
## 1933           44600      0.79069767 0.047                  0
## 1934           23600      0.24572127 0.120                  0
## 1935           30400      0.52791878 0.195                  1
## 1936           18800      0.40196078 0.135                  0
## 1937           46700      0.82391304 0.023                  0
## 1938           21500      0.33607400 0.097                  0
## 1939           42100      0.56957279 0.076                  0
## 1940           38800      0.54545455 0.100                  0
## 1941           32600      0.72391304 0.042                  0
## 1942           26100      0.51347068 0.133                  1
## 1943           51600      0.83973164 0.016                  0
## 1944           32600      0.46636771 0.126                  1
## 1945           39600      0.75609756 0.059                  0
## 1946           26100      0.24851190 0.221                  0
## 1947           32400      0.47922438 0.185                  1
## 1948           34200      0.43514461 0.267                  0
## 1949           33700      0.51410658 0.160                  0
## 1950           31100      0.17333333 0.140                  0
## 1951           43700      0.30208333 0.043                  1
## 1952           29800      0.33121019 0.137                  0
## 1953           21900      0.13689320 0.107                  1
## 1954           25300      0.14371517 0.282                  0
## 1955           21500      0.33607400 0.097                  0
## 1956           25200      0.28245856 0.201                  1
## 1957           27300      0.41085271 0.100                  0
## 1958           49200      0.23622187 0.151                  0
## 1959           25500      0.53093525 0.188                  0
## 1960           24900      0.20509978 0.326                  1
## 1961           31600      0.59428571 0.133                  0
## 1962           23800      0.45454545 0.114                  1
## 1963           29800      0.46188341 0.170                  1
## 1964           34900      0.78725702 0.081                  0
## 1965           34800      0.43157662 0.202                  0
## 1966           21500      0.33607400 0.097                  0
## 1967           26300      0.28659656 0.256                  1
## 1968           29800      0.32582938 0.271                  0
## 1969           32700      0.51231527 0.170                  0
## 1970           38800      0.26156837 0.286                  1
## 1971           31000      0.40246723 0.127                  1
## 1972           27900      0.31541149 0.218                  0
## 1973           27100      0.43500000 0.175                  1
## 1974           38800      0.26156837 0.286                  1
## 1975           29700      0.53058104 0.200                  1
## 1976           47300      0.69921782 0.035                  0
## 1977           26200      0.18562232 0.344                  0
## 1978           38800      0.26156837 0.286                  1
## 1979           19300      0.47142857 0.080                  0
## 1980           29000      0.48919753 0.192                  1
## 1981           37100      0.49952517 0.109                  0
## 1982           33900      0.58928571 0.055                  0
## 1983           47400      0.83125000 0.050                  0
## 1984           14300      0.15609756 0.107                  0
## 1985           38100      0.58710434 0.108                  0
## 1986           30400      0.54266958 0.134                  0
## 1987           28900      0.21475626 0.199                  0
## 1988           23000      0.16995448 0.261                  0
## 1989           32400      0.42411765 0.128                  1
## 1990           27900      0.25943190 0.268                  0
## 1991           43200      0.47082658 0.145                  0
## 1992           13300      0.31927711 0.159                  0
## 1993           25500      0.19129809 0.182                  0
## 1994           23000      0.15107914 0.305                  0
## 1995           46400      0.84666667 0.070                  1
## 1996           38800      0.26156837 0.286                  1
## 1997           32700      0.56320542 0.156                  1
## 1998           50100      0.28808672 0.228                  1
## 1999           32000      0.20340012 0.193                  0
## 2000           35700      0.47107438 0.203                  1
## 2001           54300      0.81150283 0.053                  0
## 2002           49400      0.72698580 0.076                  0
## 2003           20400      0.24130274 0.212                  0
## 2004           18800      0.33704293 0.231                  0
## 2005           28300      0.16196965 0.237                  0
## 2006           34200      0.30804888 0.233                  0
## 2007           28600      0.33501259 0.205                  1
## 2008           33300      0.49413735 0.305                  1
## 2009           32800      0.69872702 0.115                  0
## 2010           29200      0.30856334 0.260                  1
## 2011           48600      0.51898734 0.129                  0
## 2012           32100      0.64265928 0.113                  0
## 2013           40700      0.50306748 0.115                  1
## 2014           47900      0.82419660 0.041                  0
## 2015           27500      0.43023256 0.179                  0
## 2016           32500      0.49295775 0.193                  1
## 2017           44700      0.51967800 0.075                  0
## 2018           32400      0.36272189 0.157                  1
## 2019           27300      0.33275630 0.261                  0
## 2020           20900      0.34903782 0.210                  1
## 2021           80300      0.91869060 0.032                  0
## 2022           40000      0.56321839 0.102                  0
## 2023           26600      0.33817126 0.282                  1
## 2024           38000      0.65480591 0.097                  0
## 2025           39800      0.54908486 0.145                  0
## 2026           38100      0.60347323 0.071                  0
## 2027           74500      0.73706897 0.097                  0
## 2028           16500      0.30800000 0.187                  0
## 2029           52700      0.65895351 0.110                  0
## 2030           33800      0.51197263 0.140                  0
## 2031           42000      0.76014109 0.040                  0
## 2032           31600      0.43234323 0.164                  1
## 2033           38100      0.65337423 0.142                  0
## 2034           25200      0.28682171 0.183                  1
## 2035           40300      0.57362908 0.096                  0
## 2036           28600      0.11902407 0.193                  0
## 2037           34500      0.57541899 0.108                  1
## 2038           25500      0.40625000 0.186                  0
## 2039           19700      0.21046512 0.323                  0
## 2040           34700      0.25706569 0.203                  1
## 2041           29500      0.29707113 0.268                  0
## 2042           30500      0.21998545 0.216                  0
## 2043           40300      0.26656274 0.268                  1
## 2044           36200      0.68987854 0.089                  0
## 2045           51400      0.78407179 0.038                  0
## 2046           36000      0.54895251 0.129                  0
## 2047           17700      0.61788618 0.106                  0
## 2048           17200      0.39855072 0.115                  0
## 2049           44700      0.74302632 0.064                  0
## 2050           18000      0.24712042 0.392                  1
## 2051           41700      0.64877845 0.057                  0
## 2052           38800      0.26156837 0.286                  1
## 2053           21700      0.24663798 0.220                  0
## 2054           35300      0.61545882 0.146                  0
## 2055           43000      0.50888530 0.197                  0
## 2056           46800      0.53488372 0.062                  0
## 2057           20100      0.17330211 0.186                  1
## 2058           33400      0.20806102 0.262                  1
## 2059           25700      0.23496188 0.268                  0
## 2060           51600      0.73576799 0.072                  0
## 2061           41500      0.47326368 0.216                  0
## 2062           14500      0.45200000 0.006                  0
## 2063           25300      0.14371517 0.282                  1
## 2064           29100      0.42204440 0.178                  0
## 2065           29100      0.36248237 0.175                  1
## 2066           26300      0.28659656 0.256                  1
## 2067           27400      0.19409866 0.235                  1
## 2068           34600      0.55846422 0.147                  0
## 2069           32200      0.31827269 0.221                  1
## 2070           38900      0.59928979 0.105                  1
## 2071           47800      0.78185382 0.054                  0
## 2072           34200      0.43514461 0.267                  0
## 2073           25100      0.28413575 0.254                  0
## 2074           28200      0.39848485 0.115                  0
## 2075           51100      0.26380794 0.260                  0
## 2076           40900      0.46116505 0.123                  0
## 2077           41100      0.51818182 0.081                  0
## 2078           27400      0.24260652 0.262                  1
## 2079           15700      0.35982340 0.168                  0
## 2080           27700      0.24056504 0.242                  0
## 2081           39000      0.54761905 0.083                  0
## 2082           67600      0.87229660 0.029                  0
## 2083           19300      0.39777778 0.312                  0
## 2084           29400      0.41871166 0.242                  1
## 2085           31600      0.24380165 0.191                  1
## 2086           26400      0.30365003 0.191                  1
## 2087           27000      0.55405405 0.133                  0
## 2088           56100      0.61764706 0.083                  0
## 2089           21500      0.33607400 0.097                  0
## 2090           28400      0.26113537 0.250                  0
## 2091           19100      0.37142857 0.148                  0
## 2092           20200      0.22880000 0.257                  0
## 2093           28800      0.21098726 0.230                  0
## 2094           34200      0.30804888 0.233                  0
## 2095           34300      0.43917526 0.203                  0
## 2096           32000      0.20340012 0.193                  0
## 2097           49200      0.23622187 0.151                  0
## 2098           51100      0.26380794 0.260                  0
## 2099           34900      0.56025994 0.086                  1
## 2100           25200      0.06925333 0.296                  0
## 2101           43800      0.82945736 0.041                  0
## 2102           19100      0.41025641 0.083                  0
## 2103           38800      0.26156837 0.286                  1
## 2104           60300      0.73287277 0.050                  0
## 2105           34200      0.19664269 0.209                  1
## 2106           18600      0.21869159 0.286                  0
## 2107           23500      0.19653179 0.233                  0
## 2108           25000      0.21475626 0.251                  0
## 2109           25500      0.39910714 0.132                  1
## 2110           15200      0.07975151 0.388                  0
## 2111           38800      0.26156837 0.286                  1
## 2112           24200      0.10259740 0.213                  0
## 2113           31100      0.52919255 0.169                  0
## 2114           43200      0.75481256 0.058                  0
## 2115           22500      0.37106918 0.056                  0
## 2116           28900      0.33793103 0.346                  1
## 2117           31800      0.51538462 0.250                  1
## 2118           28800      0.21775251 0.192                  0
## 2119           23900      0.07270724 0.320                  1
## 2120           23200      0.31153846 0.234                  0
## 2121           36100      0.32988196 0.246                  0
## 2122           34500      0.33431208 0.163                  1
## 2123           35800      0.42081448 0.122                  0
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str(data_ready)
## 'data.frame':    3018 obs. of  20 variables:
##  $ NPT4_COMBINE      : int  12450 16419 11297 20518 17758 17991 16676 21221 20028 28494 ...
##  $ DEP_STAT_PCT_IND  : num  0.6943 0.6673 0.4578 0.0271 0.7349 ...
##  $ PAR_ED_PCT_1STGEN : num  0.634 0.462 0.466 0.226 0.389 ...
##  $ MD_FAMINC         : num  15235 17901 31661 66943 22040 ...
##  $ PCTPELL           : num  0.44 0.49 0.516 0.275 0.734 ...
##  $ PCTFLOAN          : num  0.484 0.661 0.821 0.628 0.867 ...
##  $ GRAD_DEBT_MDN     : num  15854 11250 17634 26305 17567 ...
##  $ WDRAW_DEBT_MDN    : num  4750 5524 8250 11969 5500 ...
##  $ APPL_SCH_PCT_GE2  : num  0.43 0.329 0.595 0.837 0.333 ...
##  $ MD_EARN_WNE_P6    : int  13800 26100 31200 27600 23700 38900 14400 21100 34400 31300 ...
##  $ MD_EARN_WNE_P10   : int  14600 29600 36800 41700 22800 48300 17800 26700 42900 38500 ...
##  $ RPY_3YR_RT_SUPP   : num  0.167 0.263 0.558 0.79 0.435 ...
##  $ CDR3              : num  0.145 0.289 0.083 0.061 0.2 0.038 0.211 0.187 0.071 0.038 ...
##  $ Associate's-degree: num  0 1 0 0 1 0 0 1 1 1 ...
##  $ Bachelor's-degree : num  0 0 1 1 0 1 0 0 0 0 ...
##  $ Certificate-degree: num  1 0 0 0 0 0 1 0 0 0 ...
##  $ NotClassified     : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Private For-profit: num  1 1 0 0 1 0 1 1 0 0 ...
##  $ Private Nonprofit : num  0 0 1 1 0 0 0 0 0 1 ...
##  $ Public            : num  0 0 0 0 0 1 0 0 1 0 ...
class(data_ready)
## [1] "data.frame"

This part has been covered by function

data_testing_k = data.frame(data_k_d2[,-1]) 
glimpse(data_testing_k)
## Observations: 1,510
## Variables: 15
## $ PREDDEG_factor    <fctr> Bachelor's-degree, Bachelor's-degree, Bache...
## $ Control_factor    <fctr> Public, Public, Public, Private Nonprofit, ...
## $ NPT4_COMBINE      <int> 15123, 11029, 16284, 22544, 18500, 18650, 15...
## $ DEP_STAT_PCT_IND  <dbl> 0.33031333, 0.18082976, 0.10692168, 0.041666...
## $ PAR_ED_PCT_1STGEN <dbl> 0.3459119, 0.4035491, 0.1828058, 0.1683417, ...
## $ MD_FAMINC         <dbl> 35359.882, 20444.531, 75752.736, 75354.439, ...
## $ PCTPELL           <dbl> 0.3680, 0.7752, 0.1754, 0.2199, 0.7657, 0.41...
## $ PCTFLOAN          <dbl> 0.5529, 0.8157, 0.3714, 0.5103, 0.9334, 0.72...
## $ GRAD_DEBT_MDN     <dbl> 20500.0, 31000.0, 21500.0, 26495.0, 21250.0,...
## $ WDRAW_DEBT_MDN    <dbl> 8650.0, 9500.0, 11500.0, 8750.0, 8250.0, 687...
## $ APPL_SCH_PCT_GE2  <dbl> 0.4988675, 0.6795422, 0.3998179, 0.7132353, ...
## $ MD_EARN_WNE_P6    <int> 33300, 20300, 36400, 26600, 29100, 29900, 26...
## $ MD_EARN_WNE_P10   <int> 39700, 26600, 45700, 44200, 37200, 36500, 34...
## $ RPY_3YR_RT_SUPP   <dbl> 0.5484434, 0.1691579, 0.7348737, 0.7195946, ...
## $ CDR3              <dbl> 0.070, 0.190, 0.064, 0.091, 0.145, 0.140, 0....
dummy_preddeg = model.matrix(~PREDDEG_factor-1, data_testing_k )
dummy_control = model.matrix(~Control_factor-1, data_testing_k )
  
dummy_preddeg 
##      PREDDEG_factorAssociate's-degree PREDDEG_factorBachelor's-degree
## 1                                   0                               1
## 2                                   0                               1
## 3                                   0                               1
## 4                                   0                               1
## 5                                   0                               1
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dummy_control
##      Control_factorPrivate For-profit Control_factorPrivate Nonprofit
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## attr(,"assign")
## [1] 1 1 1
## attr(,"contrasts")
## attr(,"contrasts")$Control_factor
## [1] "contr.treatment"
   #rename the coloumn names for dummay variables to make them more readable.
colnames(dummy_preddeg) <- gsub("PREDDEG_factor","",colnames(dummy_preddeg))
colnames(dummy_control) <- gsub("Control_factor","",colnames(dummy_control))
  
 
   #Combine the matrix back with the original dataframe.
data_combine_t= cbind(data_testing_k, dummy_preddeg,dummy_control) 
data_combine_t
##          PREDDEG_factor     Control_factor NPT4_COMBINE DEP_STAT_PCT_IND
## 1     Bachelor's-degree             Public        15123       0.33031333
## 2     Bachelor's-degree             Public        11029       0.18082976
## 3     Bachelor's-degree             Public        16284       0.10692168
## 4     Bachelor's-degree  Private Nonprofit        22544       0.04166667
## 5     Bachelor's-degree  Private Nonprofit        18500       0.60715990
## 6     Bachelor's-degree  Private Nonprofit        18650       0.26666667
## 7     Bachelor's-degree             Public        15688       0.29831933
## 8    Associate's-degree             Public        11899       0.13938053
## 9     Bachelor's-degree  Private Nonprofit        25377       0.23946360
## 10    Bachelor's-degree  Private Nonprofit        23528       0.16611296
## 11    Bachelor's-degree  Private Nonprofit        18818       0.12393888
## 12    Bachelor's-degree  Private Nonprofit        17421       0.12519810
## 13    Bachelor's-degree             Public        11259       0.64726363
## 14    Bachelor's-degree             Public        12930       0.55538866
## 15    Bachelor's-degree  Private Nonprofit        32617       0.57558140
## 16   Associate's-degree Private For-profit        18358       0.82963901
## 17    Bachelor's-degree Private For-profit        21818       0.52774194
## 18   Certificate-degree Private For-profit        19229       0.92993348
## 19   Certificate-degree Private For-profit        19956       0.67855679
## 20   Certificate-degree Private For-profit        24215       0.75107604
## 21    Bachelor's-degree Private For-profit        41891       0.63265306
## 22   Associate's-degree Private For-profit        20722       0.71670978
## 23   Certificate-degree             Public         4122       0.50748580
## 24   Certificate-degree Private For-profit        12626       0.61556604
## 25   Certificate-degree Private For-profit        12184       0.61556604
## 26   Certificate-degree Private For-profit        11575       0.54058876
## 27    Bachelor's-degree Private For-profit        17680       0.84485206
## 28   Certificate-degree Private For-profit        14667       0.66416040
## 29   Associate's-degree Private For-profit        22258       0.76596279
## 30   Certificate-degree             Public        19448       0.66620737
## 31    Bachelor's-degree             Public        14202       0.35153729
## 32   Certificate-degree             Public         7618       0.66731075
## 33   Certificate-degree Private For-profit        16786       0.66280957
## 34   Certificate-degree             Public         9300       0.89662028
## 35    Bachelor's-degree Private For-profit        22440       0.97640653
## 36   Associate's-degree  Private Nonprofit        17309       0.33976834
## 37    Bachelor's-degree             Public         9156       0.42883413
## 38   Certificate-degree  Private Nonprofit        13960       0.68750000
## 39   Certificate-degree             Public         5822       0.52091503
## 40    Bachelor's-degree  Private Nonprofit        17162       0.04472843
## 41   Certificate-degree             Public         3745       0.47858017
## 42   Certificate-degree             Public        10071       0.54641148
## 43    Bachelor's-degree  Private Nonprofit        10690       0.17977528
## 44   Certificate-degree Private For-profit        24287       0.55751374
## 45   Certificate-degree Private For-profit        23066       0.75164835
## 46   Associate's-degree             Public         6137       0.57788692
## 47   Certificate-degree Private For-profit        16923       0.77628866
## 48   Certificate-degree Private For-profit        21777       0.78674352
## 49    Bachelor's-degree  Private Nonprofit        27448       0.42088819
## 50   Certificate-degree             Public         2936       0.44034054
## 51    Bachelor's-degree Private For-profit        27742       0.34117647
## 52   Certificate-degree Private For-profit        19748       0.78317152
## 53   Associate's-degree             Public         6669       0.49050221
## 54    Bachelor's-degree  Private Nonprofit        29459       0.27355072
## 55    Bachelor's-degree             Public        10638       0.36996992
## 56    Bachelor's-degree             Public        13358       0.09429534
## 57   Associate's-degree Private For-profit        22830       0.72070015
## 58   Associate's-degree Private For-profit        18306       0.58598726
## 59    Bachelor's-degree             Public        17512       0.26027397
## 60   Associate's-degree             Public         5784       0.47261850
## 61    Bachelor's-degree  Private Nonprofit        32222       0.10910691
## 62    Bachelor's-degree  Private Nonprofit        24538       0.29639402
## 63   Associate's-degree             Public         2300       0.38431151
## 64    Bachelor's-degree Private For-profit        25504       0.29836066
## 65    Bachelor's-degree  Private Nonprofit        25681       0.26600985
## 66   Associate's-degree             Public         8113       0.41634822
## 67   Certificate-degree Private For-profit        14268       0.63522013
## 68    Bachelor's-degree  Private Nonprofit        32733       0.27704485
## 69   Certificate-degree Private For-profit        16640       0.61379310
## 70   Associate's-degree Private For-profit        36453       0.15981612
## 71   Associate's-degree Private For-profit        34451       0.15981612
## 72   Associate's-degree             Public         4350       0.37860613
## 73    Bachelor's-degree  Private Nonprofit        16138       0.60817805
## 74   Associate's-degree             Public         4765       0.36844444
## 75   Associate's-degree Private For-profit        22553       0.76596279
## 76   Associate's-degree Private For-profit        21800       0.76596279
## 77    Bachelor's-degree  Private Nonprofit        15727       0.25666667
## 78    Bachelor's-degree Private For-profit        26279       0.67956011
## 79   Associate's-degree             Public         8366       0.45868328
## 80   Associate's-degree             Public         7525       0.40857726
## 81   Associate's-degree             Public         5323       0.56440022
## 82   Associate's-degree             Public         8124       0.42316580
## 83    Bachelor's-degree  Private Nonprofit        36398       0.09108434
## 84   Certificate-degree Private For-profit        19171       0.61542364
## 85   Certificate-degree Private For-profit        18087       0.61306284
## 86   Associate's-degree             Public         8868       0.65654450
## 87   Associate's-degree  Private Nonprofit        19721       0.07993475
## 88    Bachelor's-degree  Private Nonprofit        22751       0.11081794
## 89   Associate's-degree             Public         8353       0.44363839
## 90   Certificate-degree             Public         3219       0.42328649
## 91    Bachelor's-degree  Private Nonprofit        24547       0.34785354
## 92   Certificate-degree Private For-profit        19258       0.68968872
## 93   Certificate-degree Private For-profit        22464       0.64605544
## 94   Certificate-degree Private For-profit        22513       0.69098361
## 95    Bachelor's-degree  Private Nonprofit        20776       0.89914977
## 96   Certificate-degree Private For-profit         9338       0.59829060
## 97   Certificate-degree Private For-profit        17912       0.60137457
## 98   Associate's-degree             Public         8840       0.44933517
## 99   Certificate-degree Private For-profit        24606       0.70443686
## 100   Bachelor's-degree  Private Nonprofit        27605       0.15221239
## 101   Bachelor's-degree  Private Nonprofit        27540       0.16869424
## 102  Associate's-degree Private For-profit        35369       0.64130435
## 103   Bachelor's-degree  Private Nonprofit        24523       0.10694334
## 104  Associate's-degree             Public         6300       0.40225367
## 105  Associate's-degree             Public         5430       0.50866795
## 106  Associate's-degree Private For-profit        25864       0.78848353
## 107  Associate's-degree             Public         6107       0.41689966
## 108  Associate's-degree Private For-profit        19329       0.63685637
## 109  Certificate-degree             Public         6102       0.40030753
## 110   Bachelor's-degree Private For-profit        26021       0.76987908
## 111  Certificate-degree Private For-profit        19035       0.63950490
## 112  Associate's-degree             Public         4586       0.54415454
## 113  Certificate-degree             Public         2901       0.70784884
## 114  Associate's-degree             Public         4741       0.50563063
## 115  Certificate-degree Private For-profit        27934       0.52098765
## 116  Associate's-degree             Public         4653       0.35349621
## 117   Bachelor's-degree  Private Nonprofit        25890       0.10054880
## 118   Bachelor's-degree  Private Nonprofit        28047       0.02554745
## 119   Bachelor's-degree  Private Nonprofit        25880       0.07904192
## 120  Associate's-degree Private For-profit        20119       0.51657941
## 121   Bachelor's-degree             Public        16327       0.46539476
## 122   Bachelor's-degree             Public        14305       0.36209887
## 123  Associate's-degree Private For-profit        21569       0.72386588
## 124  Certificate-degree             Public         5036       0.53663679
## 125  Certificate-degree             Public        10977       0.42883895
## 126  Certificate-degree Private For-profit        13062       0.72115385
## 127  Associate's-degree             Public        19053       0.69994443
## 128  Associate's-degree             Public         9199       0.64194515
## 129  Certificate-degree Private For-profit        19325       0.47274529
## 130   Bachelor's-degree Private For-profit        22208       0.53754548
## 131   Bachelor's-degree             Public        13409       0.21833162
## 132  Certificate-degree Private For-profit        13525       0.63926941
## 133  Associate's-degree             Public        10530       0.38188976
## 134  Associate's-degree             Public        12950       0.69468284
## 135   Bachelor's-degree  Private Nonprofit        21639       0.71229698
## 136   Bachelor's-degree Private For-profit        27334       0.44858156
## 137  Associate's-degree Private For-profit        12528       0.82134293
## 138  Certificate-degree             Public        10177       0.56384743
## 139  Certificate-degree Private For-profit        13065       0.59909910
## 140   Bachelor's-degree  Private Nonprofit        25155       0.58390023
## 141  Certificate-degree Private For-profit        17682       0.36923077
## 142  Certificate-degree             Public         6103       0.55149502
## 143   Bachelor's-degree             Public        15832       0.23066841
## 144  Certificate-degree Private For-profit        31950       0.70998415
## 145   Bachelor's-degree  Private Nonprofit        27525       0.10834277
## 146  Associate's-degree             Public         3894       0.50889680
## 147  Certificate-degree Private For-profit        14970       0.65048544
## 148   Bachelor's-degree  Private Nonprofit        36805       0.16943005
## 149   Bachelor's-degree  Private Nonprofit        22533       0.32179931
## 150  Associate's-degree  Private Nonprofit        15084       0.69230769
## 151   Bachelor's-degree             Public        12934       0.20000000
## 152   Bachelor's-degree  Private Nonprofit        18587       0.03005464
## 153  Associate's-degree             Public         4537       0.49923896
## 154  Associate's-degree             Public         4813       0.53044253
## 155   Bachelor's-degree             Public        17741       0.12155340
## 156   Bachelor's-degree  Private Nonprofit        23287       0.11255411
## 157   Bachelor's-degree  Private Nonprofit        14623       0.65872322
## 158   Bachelor's-degree  Private Nonprofit        33931       0.12039474
## 159   Bachelor's-degree  Private Nonprofit        27393       0.27067669
## 160   Bachelor's-degree  Private Nonprofit        29402       0.13650573
## 161   Bachelor's-degree  Private Nonprofit        16013       0.49885758
## 162  Certificate-degree Private For-profit        29104       0.66639871
## 163   Bachelor's-degree  Private Nonprofit        32063       0.24493243
## 164  Certificate-degree Private For-profit        23816       0.80458716
## 165   Bachelor's-degree  Private Nonprofit        21526       0.22222222
## 166  Associate's-degree             Public         3508       0.44649446
## 167   Bachelor's-degree  Private Nonprofit        18034       0.12962963
## 168   Bachelor's-degree             Public        11241       0.16372965
## 169  Associate's-degree             Public         7687       0.57834442
## 170   Bachelor's-degree  Private Nonprofit        19927       0.24230554
## 171  Certificate-degree Private For-profit        39268       0.71289398
## 172   Bachelor's-degree  Private Nonprofit        25814       0.20104439
## 173  Associate's-degree Private For-profit        16204       0.89411765
## 174  Certificate-degree Private For-profit        21378       0.84278351
## 175  Associate's-degree             Public         4498       0.60363636
## 176   Bachelor's-degree Private For-profit        26020       0.67399698
## 177  Associate's-degree Private For-profit        18413       0.66446748
## 178  Associate's-degree             Public         3281       0.45851962
## 179  Certificate-degree Private For-profit        23774       0.79310345
## 180   Bachelor's-degree  Private Nonprofit        17112       0.90697674
## 181  Certificate-degree Private For-profit        14700       0.77522936
## 182  Certificate-degree Private For-profit        19409       0.73043478
## 183   Bachelor's-degree  Private Nonprofit        24925       0.53887884
## 184  Associate's-degree             Public         8715       0.63903839
## 185  Certificate-degree Private For-profit        19720       0.90521955
## 186  Associate's-degree             Public         5391       0.47308076
## 187  Associate's-degree             Public         8528       0.55572684
## 188   Bachelor's-degree  Private Nonprofit        16969       0.80648846
## 189  Associate's-degree             Public         9621       0.38965080
## 190   Bachelor's-degree  Private Nonprofit        20368       0.07779349
## 191   Bachelor's-degree  Private Nonprofit        24302       0.10212629
## 192   Bachelor's-degree  Private Nonprofit        11763       0.29767442
## 193  Associate's-degree             Public         7691       0.24114833
## 194   Bachelor's-degree  Private Nonprofit        18924       0.13695652
## 195  Associate's-degree             Public         6995       0.49323397
## 196  Certificate-degree Private For-profit         9794       0.63740458
## 197   Bachelor's-degree  Private Nonprofit         8231       0.86956522
## 198  Associate's-degree             Public         9482       0.40397351
## 199   Bachelor's-degree             Public        12096       0.56158909
## 200   Bachelor's-degree Private For-profit        25866       0.78214349
## 201  Associate's-degree             Public         8909       0.19768116
## 202  Associate's-degree             Public         8320       0.28559304
## 203  Associate's-degree  Private Nonprofit        16200       0.59375000
## 204  Associate's-degree Private For-profit        20534       0.81495327
## 205  Certificate-degree             Public         4478       0.71227508
## 206   Bachelor's-degree  Private Nonprofit        20438       0.73814229
## 207   Bachelor's-degree  Private Nonprofit        27534       0.07009760
## 208   Bachelor's-degree             Public        11156       0.25160085
## 209   Bachelor's-degree  Private Nonprofit        16004       0.17967332
## 210  Certificate-degree Private For-profit        35402       0.71428571
## 211   Bachelor's-degree             Public        10189       0.14837194
## 212  Certificate-degree Private For-profit        21439       0.60386473
## 213   Bachelor's-degree  Private Nonprofit        16317       0.22627737
## 214   Bachelor's-degree             Public        12028       0.19301075
## 215   Bachelor's-degree  Private Nonprofit        13924       0.07096774
## 216  Associate's-degree Private For-profit        19667       0.64916894
## 217   Bachelor's-degree  Private Nonprofit        26498       0.45454545
## 218  Certificate-degree Private For-profit        20960       0.68464730
## 219  Associate's-degree             Public         6314       0.53421462
## 220   Bachelor's-degree  Private Nonprofit        17376       0.08488613
## 221   Bachelor's-degree  Private Nonprofit        17155       0.31233244
## 222  Associate's-degree             Public         5661       0.54431293
## 223   Bachelor's-degree  Private Nonprofit        40118       0.28031038
## 224   Bachelor's-degree  Private Nonprofit        22902       0.02830189
## 225  Certificate-degree Private For-profit         9546       0.59722222
## 226   Bachelor's-degree  Private Nonprofit        13412       0.15075377
## 227  Certificate-degree Private For-profit        14251       0.61764706
## 228  Associate's-degree             Public         4018       0.51624294
## 229   Bachelor's-degree             Public        12048       0.60828025
## 230  Certificate-degree             Public         4729       0.40377218
## 231  Certificate-degree Private For-profit        17801       0.69816273
## 232  Certificate-degree Private For-profit        11155       0.59722222
## 233   Bachelor's-degree  Private Nonprofit        25665       0.24629159
## 234   Bachelor's-degree Private For-profit        25543       0.78214349
## 235  Certificate-degree Private For-profit        10381       0.63345196
## 236  Associate's-degree             Public         8429       0.42840183
## 237   Bachelor's-degree             Public        16873       0.20493827
## 238  Certificate-degree             Public         4375       0.45456647
## 239  Certificate-degree Private For-profit        16263       0.66089109
## 240   Bachelor's-degree  Private Nonprofit        18299       0.36600719
## 241   Bachelor's-degree  Private Nonprofit        26236       0.01710526
## 242   Bachelor's-degree  Private Nonprofit        16395       0.24193548
## 243   Bachelor's-degree Private For-profit        19210       0.67956011
## 244   Bachelor's-degree Private For-profit        18107       0.52774194
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## 249   Bachelor's-degree  Private Nonprofit        28846       0.15605464
## 250  Associate's-degree  Private Nonprofit        18798       0.72289157
## 251  Associate's-degree Private For-profit        20085       0.88235294
## 252   Bachelor's-degree  Private Nonprofit        16887       0.05548038
## 253   Bachelor's-degree  Private Nonprofit        15163       0.88705234
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## 255  Certificate-degree Private For-profit         7116       0.58620690
## 256  Associate's-degree             Public         5635       0.43179916
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## 258   Bachelor's-degree  Private Nonprofit        16539       0.21141375
## 259  Associate's-degree Private For-profit        19516       0.76416539
## 260   Bachelor's-degree  Private Nonprofit        16261       0.17287014
## 261  Certificate-degree Private For-profit        10382       0.65294118
## 262  Associate's-degree Private For-profit        16594       0.78475336
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## 265   Bachelor's-degree  Private Nonprofit        14981       0.42616822
## 266  Certificate-degree Private For-profit        12802       0.87555556
## 267   Bachelor's-degree  Private Nonprofit        23059       0.01512859
## 268   Bachelor's-degree  Private Nonprofit        20154       0.03867403
## 269   Bachelor's-degree  Private Nonprofit        21430       0.11068702
## 270  Associate's-degree Private For-profit        17210       0.79040774
## 271   Bachelor's-degree  Private Nonprofit        21944       0.32016807
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## 273  Associate's-degree Private For-profit        23233       0.76596279
## 274  Associate's-degree Private For-profit        18877       0.71670978
## 275  Certificate-degree Private For-profit        13573       0.67712177
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## 278  Associate's-degree Private For-profit        19165       0.71670978
## 279   Bachelor's-degree  Private Nonprofit        20905       0.45308311
## 280   Bachelor's-degree  Private Nonprofit        17653       0.30935252
## 281   Bachelor's-degree  Private Nonprofit        15713       0.10256410
## 282   Bachelor's-degree  Private Nonprofit        14262       0.64966741
## 283  Certificate-degree Private For-profit        16265       0.70450098
## 284   Bachelor's-degree  Private Nonprofit        18493       0.28591750
## 285   Bachelor's-degree  Private Nonprofit        25738       0.09572154
## 286   Bachelor's-degree  Private Nonprofit        13500       0.19676320
## 287   Bachelor's-degree  Private Nonprofit        13564       0.35744681
## 288  Associate's-degree             Public         7090       0.47991121
## 289  Associate's-degree             Public        10162       0.37386018
## 290  Certificate-degree Private For-profit        11310       0.69105691
## 291   Bachelor's-degree  Private Nonprofit        19905       0.28730512
## 292   Bachelor's-degree  Private Nonprofit        23881       0.02131783
## 293   Bachelor's-degree  Private Nonprofit        17103       0.57539683
## 294  Associate's-degree             Public        10170       0.45701754
## 295   Bachelor's-degree  Private Nonprofit        20029       0.46995192
## 296  Associate's-degree             Public        10661       0.42538798
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## 298  Associate's-degree             Public         6775       0.39915966
## 299   Bachelor's-degree  Private Nonprofit        17064       0.40890008
## 300  Certificate-degree             Public         5471       0.50812325
## 301  Associate's-degree             Public         7106       0.59485095
## 302  Associate's-degree Private For-profit        19244       0.75477099
## 303   Bachelor's-degree  Private Nonprofit        16590       0.69559585
## 304  Associate's-degree             Public         7132       0.37691238
## 305  Associate's-degree  Private Nonprofit         8346       0.67120623
## 306  Certificate-degree             Public        16049       0.56783920
## 307   Bachelor's-degree             Public        11045       0.52709360
## 308   Bachelor's-degree  Private Nonprofit        17803       0.54701554
## 309  Certificate-degree             Public        15807       0.65049226
## 310   Bachelor's-degree  Private Nonprofit        16094       0.50637312
## 311  Certificate-degree             Public         6852       0.32599119
## 312   Bachelor's-degree             Public        11176       0.23950617
## 313  Associate's-degree             Public         4331       0.36633663
## 314   Bachelor's-degree  Private Nonprofit        20512       0.62219851
## 315   Bachelor's-degree  Private Nonprofit        22601       0.23316062
## 316  Certificate-degree Private For-profit         7591       0.77358491
## 317  Certificate-degree             Public         6119       0.64027331
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## 319  Certificate-degree             Public         6204       0.66576087
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## 321   Bachelor's-degree  Private Nonprofit        17519       0.14078675
## 322   Bachelor's-degree  Private Nonprofit        17486       0.13404255
## 323  Associate's-degree Private For-profit        30510       0.51843318
## 324   Bachelor's-degree             Public        12871       0.26711084
## 325   Bachelor's-degree             Public         9831       0.29151032
## 326  Associate's-degree Private For-profit        19158       0.87266355
## 327  Certificate-degree Private For-profit        12481       0.64028777
## 328  Associate's-degree Private For-profit        19651       0.71670978
## 329  Certificate-degree Private For-profit        23345       0.69881557
## 330  Associate's-degree Private For-profit        24503       0.68355378
## 331  Certificate-degree Private For-profit        21471       0.82396088
## 332   Bachelor's-degree             Public         7156       0.44974446
## 333   Bachelor's-degree             Public        10149       0.12385867
## 334  Certificate-degree Private For-profit        12416       0.41860465
## 335  Certificate-degree Private For-profit        13241       0.53426357
## 336  Certificate-degree Private For-profit        11682       0.41188960
## 337   Bachelor's-degree             Public        11892       0.23413313
## 338   Bachelor's-degree             Public         5699       0.20530523
## 339   Bachelor's-degree  Private Nonprofit        30778       0.33505976
## 340   Bachelor's-degree  Private Nonprofit        19923       0.09890816
## 341  Associate's-degree Private For-profit        14482       0.91826365
## 342  Associate's-degree             Public         8317       0.40245858
## 343   Bachelor's-degree  Private Nonprofit        29283       0.08085106
## 344  Associate's-degree             Public         8775       0.46587537
## 345   Bachelor's-degree  Private Nonprofit        24617       0.39869989
## 346   Bachelor's-degree  Private Nonprofit        21735       0.10937500
## 347  Certificate-degree             Public         6918       0.44159544
## 348  Associate's-degree             Public         8942       0.38376384
## 349   Bachelor's-degree             Public        18910       0.60802139
## 350  Associate's-degree             Public         9157       0.52692107
## 351   Bachelor's-degree  Private Nonprofit        16774       0.39249639
## 352   Bachelor's-degree             Public         8645       0.48264087
## 353  Certificate-degree Private For-profit        17098       0.81793961
## 354  Associate's-degree             Public         6765       0.56514658
## 355   Bachelor's-degree  Private Nonprofit        19767       0.16706161
## 356   Bachelor's-degree  Private Nonprofit        30917       0.02693370
## 357   Bachelor's-degree             Public        16310       0.13635260
## 358   Bachelor's-degree             Public        13502       0.15847784
## 359  Certificate-degree Private For-profit        17779       0.73939394
## 360   Bachelor's-degree  Private Nonprofit        24993       0.08849558
## 361   Bachelor's-degree  Private Nonprofit        19892       0.55828221
## 362  Associate's-degree             Public         5025       0.51957793
## 363  Certificate-degree Private For-profit        17575       0.75156250
## 364   Bachelor's-degree             Public        15990       0.13327722
## 365  Certificate-degree Private For-profit        15313       0.67730496
## 366   Bachelor's-degree  Private Nonprofit        23386       0.18379357
## 367   Bachelor's-degree  Private Nonprofit        25904       0.25146199
## 368   Bachelor's-degree  Private Nonprofit        25624       0.10371651
## 369   Bachelor's-degree  Private Nonprofit        19926       0.59380863
## 370   Bachelor's-degree  Private Nonprofit        28349       0.34239130
## 371   Bachelor's-degree  Private Nonprofit        36806       0.04676489
## 372   Bachelor's-degree  Private Nonprofit        25503       0.02200704
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## 374  Certificate-degree  Private Nonprofit        16097       0.78008299
## 375   Bachelor's-degree  Private Nonprofit        23695       0.83453237
## 376  Associate's-degree             Public         8413       0.51087985
## 377  Associate's-degree  Private Nonprofit        23855       0.77909739
## 378   Bachelor's-degree  Private Nonprofit        29795       0.31121281
## 379  Associate's-degree  Private Nonprofit        26068       0.07484407
## 380  Certificate-degree Private For-profit        16584       0.58072917
## 381   Bachelor's-degree  Private Nonprofit        20366       0.57894737
## 382   Bachelor's-degree  Private Nonprofit        30002       0.04194471
## 383   Bachelor's-degree             Public        12313       0.16633166
## 384   Bachelor's-degree             Public        16703       0.15568083
## 385  Associate's-degree  Private Nonprofit        15057       0.30627306
## 386   Bachelor's-degree  Private Nonprofit        29660       0.04945055
## 387  Associate's-degree             Public        11134       0.47041420
## 388  Associate's-degree  Private Nonprofit        32800       0.87447699
## 389   Bachelor's-degree  Private Nonprofit        31521       0.26748582
## 390   Bachelor's-degree             Public        14527       0.30334691
## 391  Associate's-degree  Private Nonprofit        18519       0.25547445
## 392  Associate's-degree             Public         4158       0.39703425
## 393   Bachelor's-degree  Private Nonprofit        25268       0.10926694
## 394  Certificate-degree Private For-profit        18888       0.77927928
## 395   Bachelor's-degree  Private Nonprofit        35837       0.20502092
## 396  Associate's-degree             Public         8260       0.49794895
## 397   Bachelor's-degree  Private Nonprofit        16929       0.18238994
## 398  Associate's-degree             Public         6464       0.47667087
## 399  Certificate-degree Private For-profit        17712       0.70675105
## 400   Bachelor's-degree  Private Nonprofit        36832       0.17862595
## 401   Bachelor's-degree             Public        15288       0.25804692
## 402   Bachelor's-degree  Private Nonprofit        25665       0.07897545
## 403   Bachelor's-degree  Private Nonprofit        28200       0.53194953
## 404  Associate's-degree             Public         8928       0.52470044
## 405   Bachelor's-degree             Public        16340       0.15420561
## 406   Bachelor's-degree             Public        16331       0.16401159
## 407   Bachelor's-degree  Private Nonprofit        26525       0.10379242
## 408   Bachelor's-degree             Public        14059       0.19680197
## 409   Bachelor's-degree  Private Nonprofit        18881       0.16323907
## 410  Associate's-degree             Public         7151       0.48878314
## 411   Bachelor's-degree  Private Nonprofit        14969       0.77564103
## 412   Bachelor's-degree  Private Nonprofit        18995       0.09946237
## 413   Bachelor's-degree  Private Nonprofit        18088       0.72211414
## 414  Certificate-degree Private For-profit        12860       0.48170732
## 415  Certificate-degree Private For-profit        21839       0.74035477
## 416  Associate's-degree             Public         5769       0.59633028
## 417  Associate's-degree             Public         7371       0.36129032
## 418   Bachelor's-degree  Private Nonprofit        15571       0.54257426
## 419   Bachelor's-degree  Private Nonprofit        17605       0.47005307
## 420   Bachelor's-degree             Public        15855       0.15287842
## 421  Associate's-degree             Public         6404       0.50940054
## 422  Certificate-degree Private For-profit         5031       0.67924528
## 423  Certificate-degree             Public         6518       0.46852544
## 424   Bachelor's-degree  Private Nonprofit        24029       0.24594595
## 425   Bachelor's-degree  Private Nonprofit        14199       0.57304117
## 426   Bachelor's-degree  Private Nonprofit        14074       0.56546763
## 427   Bachelor's-degree             Public        15574       0.07153666
## 428   Bachelor's-degree             Public        15897       0.05890106
## 429   Bachelor's-degree             Public        14960       0.07924528
## 430   Bachelor's-degree             Public        10197       0.34474546
## 431   Bachelor's-degree             Public        11256       0.49249779
## 432  Associate's-degree             Public         3776       0.57213725
## 433  Certificate-degree Private For-profit         9365       0.67142857
## 434  Certificate-degree Private For-profit        22431       0.67242621
## 435  Associate's-degree             Public         1426       0.46850672
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## 438  Certificate-degree Private For-profit        17589       0.76757532
## 439  Associate's-degree             Public         5411       0.46226415
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## 441  Certificate-degree Private For-profit        25641       0.48648649
## 442  Certificate-degree             Public         6598       0.55591861
## 443  Associate's-degree             Public         3084       0.52403846
## 444  Certificate-degree Private For-profit        24530       0.64179104
## 445  Associate's-degree             Public        15406       0.43957583
## 446   Bachelor's-degree             Public        13819       0.32075472
## 447   Bachelor's-degree  Private Nonprofit        24205       0.31428571
## 448   Bachelor's-degree  Private Nonprofit        20911       0.57237386
## 449  Certificate-degree             Public        15658       0.56804734
## 450  Associate's-degree             Public        12252       0.43872340
## 451  Associate's-degree Private For-profit        20437       0.67956011
## 452  Associate's-degree Private For-profit        12747       0.14012739
## 453   Bachelor's-degree  Private Nonprofit        28521       0.18584071
## 454   Bachelor's-degree             Public        13824       0.22311002
## 455   Bachelor's-degree Private For-profit        20078       0.67364747
## 456  Associate's-degree             Public        14579       0.46152473
## 457   Bachelor's-degree  Private Nonprofit        21155       0.23026851
## 458  Associate's-degree             Public         8549       0.34146341
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## 460  Associate's-degree             Public         9663       0.40582524
## 461   Bachelor's-degree             Public        14247       0.22401073
## 462   Bachelor's-degree  Private Nonprofit        19742       0.37946838
## 463   Bachelor's-degree  Private Nonprofit        20340       0.49861496
## 464   Bachelor's-degree  Private Nonprofit        22523       0.41453488
## 465   Bachelor's-degree  Private Nonprofit        29998       0.08482810
## 466  Certificate-degree Private For-profit        12651       0.61197339
## 467   Bachelor's-degree  Private Nonprofit        23653       0.42066601
## 468  Associate's-degree             Public        14833       0.51076923
## 469   Bachelor's-degree             Public        10466       0.28750747
## 470  Associate's-degree             Public         2693       0.34328739
## 471   Bachelor's-degree             Public        13062       0.38204368
## 472   Bachelor's-degree             Public        12161       0.22923164
## 473   Bachelor's-degree             Public         9054       0.56106870
## 474   Bachelor's-degree  Private Nonprofit        13632       0.28965517
## 475  Associate's-degree             Public           43       0.38812918
## 476  Certificate-degree Private For-profit        14014       0.79389313
## 477   Bachelor's-degree  Private Nonprofit        12779       0.26415094
## 478  Associate's-degree  Private Nonprofit        20864       0.77108434
## 479   Bachelor's-degree  Private Nonprofit        16201       0.57038835
## 480  Associate's-degree             Public         6370       0.49494098
## 481  Certificate-degree Private For-profit         9416       0.64459930
## 482  Associate's-degree Private For-profit        20955       0.85060691
## 483   Bachelor's-degree  Private Nonprofit        21556       0.21498371
## 484   Bachelor's-degree  Private Nonprofit        16732       0.44412192
## 485  Associate's-degree             Public         6051       0.47775516
## 486  Associate's-degree             Public         9922       0.19659735
## 487  Certificate-degree Private For-profit        18460       0.68670886
## 488  Associate's-degree             Public         6462       0.47390751
## 489   Bachelor's-degree Private For-profit        27049       0.66922540
## 490  Certificate-degree Private For-profit        13462       0.66738895
## 491   Bachelor's-degree             Public        20118       0.39754428
## 492  Associate's-degree             Public         8218       0.47319688
## 493  Certificate-degree Private For-profit         9423       0.63725490
## 494  Certificate-degree             Public        21017       0.55434783
## 495   Bachelor's-degree             Public        11576       0.04183884
## 496  Certificate-degree  Private Nonprofit        18832       0.51844932
## 497  Certificate-degree             Public         9470       0.51578947
## 498  Associate's-degree             Public         7404       0.52621532
## 499   Bachelor's-degree  Private Nonprofit        21032       0.25415677
## 500   Bachelor's-degree             Public        13870       0.25464225
## 501   Bachelor's-degree  Private Nonprofit        19149       0.07655502
## 502   Bachelor's-degree  Private Nonprofit        19958       0.23076923
## 503   Bachelor's-degree  Private Nonprofit        22382       0.09735974
## 504  Associate's-degree             Public         6119       0.33461538
## 505  Associate's-degree             Public         8013       0.58247423
## 506   Bachelor's-degree  Private Nonprofit        22990       0.39441536
## 507  Associate's-degree             Public         6263       0.32278481
## 508   Bachelor's-degree             Public        12725       0.43591772
## 509   Bachelor's-degree             Public        15508       0.26120359
## 510   Bachelor's-degree  Private Nonprofit        18538       0.14440433
## 511  Associate's-degree  Private Nonprofit         8749       0.64561404
## 512   Bachelor's-degree             Public         9927       0.31302170
## 513  Certificate-degree Private For-profit         9014       0.43142857
## 514   Bachelor's-degree  Private Nonprofit        25178       0.17945545
## 515   Bachelor's-degree  Private Nonprofit        15347       0.28318584
## 516   Bachelor's-degree             Public        13226       0.21500000
## 517  Associate's-degree             Public         7569       0.65294760
## 518   Bachelor's-degree             Public        12060       0.30029369
## 519  Associate's-degree Private For-profit        19209       0.91826365
## 520   Bachelor's-degree             Public        12421       0.42825112
## 521  Associate's-degree             Public         6768       0.48549962
## 522   Bachelor's-degree  Private Nonprofit        18051       0.20052083
## 523  Associate's-degree             Public         6072       0.59376851
## 524   Bachelor's-degree             Public        14099       0.25332676
## 525  Associate's-degree             Public         9217       0.67559524
## 526  Associate's-degree Private For-profit        26078       0.69263760
## 527  Associate's-degree             Public         8026       0.65661253
## 528   Bachelor's-degree Private For-profit        27459       0.24276169
## 529   Bachelor's-degree  Private Nonprofit        24572       0.06285714
## 530  Certificate-degree Private For-profit         9788       0.54266212
## 531   Bachelor's-degree  Private Nonprofit        25320       0.18397086
## 532  Certificate-degree Private For-profit        21490       0.42051282
## 533   Bachelor's-degree             Public        19192       0.05799922
## 534   Bachelor's-degree             Public        17332       0.06958059
## 535   Bachelor's-degree             Public        19018       0.09376344
## 536   Bachelor's-degree  Private Nonprofit        22216       0.33465608
## 537   Bachelor's-degree  Private Nonprofit        27999       0.02617801
## 538  Certificate-degree Private For-profit        20359       0.59259259
## 539  Associate's-degree             Public         7142       0.31568522
## 540   Bachelor's-degree  Private Nonprofit        21832       0.25303867
## 541  Certificate-degree Private For-profit        14534       0.56725146
## 542   Bachelor's-degree  Private Nonprofit        17880       0.24914773
## 543   Bachelor's-degree  Private Nonprofit        17087       0.26682135
## 544  Associate's-degree             Public         7791       0.43141070
## 545  Certificate-degree Private For-profit        14047       0.37524178
## 546  Associate's-degree             Public         6469       0.32357974
## 547  Certificate-degree  Private Nonprofit        23247       0.74772036
## 548  Certificate-degree Private For-profit        14913       0.58959538
## 549  Associate's-degree             Public         9469       0.34403166
## 550  Certificate-degree Private For-profit        14621       0.45783133
## 551  Certificate-degree Private For-profit        17839       0.59177456
## 552  Associate's-degree             Public         5512       0.44809461
## 553   Bachelor's-degree  Private Nonprofit        26426       0.16307692
## 554   Bachelor's-degree  Private Nonprofit        16128       0.27038627
## 555  Associate's-degree             Public         2044       0.48425025
## 556  Associate's-degree             Public         5443       0.39645188
## 557  Certificate-degree             Public         9312       0.62446899
## 558   Bachelor's-degree             Public         8989       0.44227112
## 559   Bachelor's-degree             Public        10184       0.20347826
## 560   Bachelor's-degree             Public        10032       0.39645188
## 561  Associate's-degree             Public         5270       0.51719577
## 562   Bachelor's-degree Private For-profit        24524       0.17832957
## 563  Associate's-degree             Public         5664       0.34822662
## 564   Bachelor's-degree  Private Nonprofit        28277       0.14397496
## 565  Certificate-degree Private For-profit        24329       0.84045262
## 566  Associate's-degree  Private Nonprofit        13069       0.73333333
## 567  Certificate-degree  Private Nonprofit        33595       0.06920078
## 568   Bachelor's-degree  Private Nonprofit        34365       0.03930131
## 569  Associate's-degree Private For-profit        16955       0.57516630
## 570  Associate's-degree Private For-profit        11508       0.75591926
## 571  Associate's-degree Private For-profit        11495       0.75591926
## 572   Bachelor's-degree  Private Nonprofit        24736       0.02554517
## 573   Bachelor's-degree  Private Nonprofit        16056       0.43172691
## 574  Certificate-degree Private For-profit        13996       0.68695652
## 575  Certificate-degree Private For-profit        17698       0.57142857
## 576  Certificate-degree Private For-profit        17719       0.67064439
## 577   Bachelor's-degree  Private Nonprofit        24073       0.10673750
## 578  Associate's-degree             Public         5470       0.39328063
## 579   Bachelor's-degree             Public         5726       0.32643253
## 580  Associate's-degree             Public         6556       0.26382615
## 581   Bachelor's-degree  Private Nonprofit        18114       0.37800963
## 582   Bachelor's-degree  Private Nonprofit        15805       0.28750924
## 583  Associate's-degree             Public        12078       0.21836609
## 584  Associate's-degree             Public         8157       0.34394904
## 585  Associate's-degree             Public         8463       0.30990174
## 586   Bachelor's-degree  Private Nonprofit        21100       0.17413793
## 587  Associate's-degree             Public         7438       0.30961606
## 588   Bachelor's-degree  Private Nonprofit        22521       0.52419355
## 589   Bachelor's-degree Private For-profit        36913       0.07852194
## 590   Bachelor's-degree  Private Nonprofit        24458       0.29293753
## 591  Associate's-degree Private For-profit        18909       0.67690058
## 592   Bachelor's-degree  Private Nonprofit        22025       0.05913978
## 593  Certificate-degree Private For-profit        10838       0.62222222
## 594   Bachelor's-degree  Private Nonprofit        14318       0.38151466
## 595  Certificate-degree             Public        21420       0.88834951
## 596   Bachelor's-degree  Private Nonprofit        21707       0.28656126
## 597  Associate's-degree Private For-profit        11250       0.42100522
## 598  Associate's-degree             Public         7016       0.39566546
## 599   Bachelor's-degree  Private Nonprofit        18147       0.12629595
## 600  Certificate-degree Private For-profit        13067       0.62312925
## 601   Bachelor's-degree  Private Nonprofit        17765       0.10133333
## 602  Associate's-degree             Public         8476       0.34638554
## 603  Associate's-degree             Public         5836       0.33506414
## 604   Bachelor's-degree  Private Nonprofit        20506       0.14977645
## 605  Associate's-degree Private For-profit        11360       0.56087409
## 606   Bachelor's-degree  Private Nonprofit        13732       0.34319527
## 607  Certificate-degree Private For-profit        13396       0.74285714
## 608  Associate's-degree Private For-profit        15088       0.78111588
## 609   Bachelor's-degree  Private Nonprofit        26460       0.09313634
## 610  Associate's-degree  Private Nonprofit        17976       0.57936508
## 611   Bachelor's-degree  Private Nonprofit        26745       0.02392947
## 612   Bachelor's-degree  Private Nonprofit        25988       0.09532595
## 613   Bachelor's-degree  Private Nonprofit        22245       0.07910448
## 614  Associate's-degree  Private Nonprofit        16589       0.74264706
## 615  Associate's-degree             Public         4825       0.42637493
## 616  Certificate-degree Private For-profit        19744       0.69841270
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## 619  Associate's-degree             Public        15813       0.16810522
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## 621   Bachelor's-degree             Public        16085       0.08479167
## 622   Bachelor's-degree             Public        16950       0.05711610
## 623   Bachelor's-degree             Public        17473       0.13536896
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## 625  Associate's-degree Private For-profit        12475       0.75170843
## 626   Bachelor's-degree  Private Nonprofit        19553       0.06432749
## 627   Bachelor's-degree  Private Nonprofit        22745       0.02722772
## 628  Associate's-degree             Public        11420       0.65552869
## 629  Associate's-degree             Public         9982       0.64236378
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## 631   Bachelor's-degree  Private Nonprofit        20315       0.15367965
## 632  Certificate-degree Private For-profit        21275       0.69444444
## 633   Bachelor's-degree  Private Nonprofit        22710       0.43453312
## 634  Associate's-degree             Public         9972       0.52356470
## 635  Certificate-degree             Public         8075       0.63184932
## 636   Bachelor's-degree  Private Nonprofit        24934       0.27395210
## 637  Certificate-degree             Public         6219       0.63193735
## 638   Bachelor's-degree  Private Nonprofit        26562       0.38942107
## 639  Associate's-degree             Public         6813       0.68867530
## 640   Bachelor's-degree             Public         1561       0.24433065
## 641   Bachelor's-degree  Private Nonprofit        24433       0.44431688
## 642   Bachelor's-degree  Private Nonprofit        24692       0.55221519
## 643  Associate's-degree             Public        12197       0.59363395
## 644   Bachelor's-degree  Private Nonprofit        -5675       0.02445652
## 645  Certificate-degree             Public         5468       0.65991903
## 646  Certificate-degree Private For-profit         5932       0.59433962
## 647   Bachelor's-degree  Private Nonprofit        13707       0.73882156
## 648   Bachelor's-degree             Public        10458       0.29523810
## 649   Bachelor's-degree             Public        12124       0.23381968
## 650   Bachelor's-degree             Public        12604       0.24861368
## 651   Bachelor's-degree  Private Nonprofit        21951       0.40415486
## 652   Bachelor's-degree  Private Nonprofit        23389       0.17196905
## 653   Bachelor's-degree  Private Nonprofit        18441       0.25997506
## 654  Certificate-degree             Public         8166       0.54047619
## 655  Associate's-degree             Public        11005       0.57756737
## 656  Associate's-degree             Public         3800       0.56579494
## 657   Bachelor's-degree  Private Nonprofit        15666       0.10838446
## 658   Bachelor's-degree             Public        11086       0.26579926
## 659  Associate's-degree             Public         9289       0.25187567
## 660  Associate's-degree Private For-profit        21615       0.73351351
## 661   Bachelor's-degree             Public        16791       0.27770427
## 662  Associate's-degree  Private Nonprofit        13228       0.66447368
## 663   Bachelor's-degree  Private Nonprofit        20204       0.17293689
## 664  Certificate-degree Private For-profit        20571       0.74566474
## 665  Associate's-degree             Public         9815       0.15454244
## 666  Certificate-degree             Public        19377       0.71341463
## 667  Certificate-degree             Public        14514       0.83892617
## 668  Certificate-degree Private For-profit        11141       0.67441860
## 669   Bachelor's-degree  Private Nonprofit        22008       0.04247104
## 670  Associate's-degree             Public        11877       0.65956169
## 671   Bachelor's-degree             Public        12369       0.24206596
## 672  Associate's-degree             Public        12974       0.28602635
## 673  Certificate-degree Private For-profit         9511       0.75098039
## 674  Associate's-degree Private For-profit        18310       0.30769231
## 675  Associate's-degree             Public         5937       0.56803900
## 676   Bachelor's-degree Private For-profit        23456       0.78214349
## 677  Associate's-degree             Public         7908       0.60373945
## 678  Certificate-degree             Public         9759       0.80589681
## 679   Bachelor's-degree  Private Nonprofit        21388       0.16524217
## 680   Bachelor's-degree  Private Nonprofit        20762       0.09863014
## 681  Certificate-degree Private For-profit        33749       0.81281619
## 682  Associate's-degree Private For-profit        20350       0.58088235
## 683  Certificate-degree Private For-profit        10354       0.43778802
## 684  Associate's-degree             Public        10943       0.30057710
## 685  Associate's-degree             Public         9876       0.30057710
## 686  Associate's-degree             Public        10987       0.30057710
## 687  Associate's-degree  Private Nonprofit        17067       0.47719298
## 688  Associate's-degree             Public        10348       0.52177900
## 689   Bachelor's-degree  Private Nonprofit        18097       0.33477884
## 690   Bachelor's-degree             Public        13140       0.21192053
## 691   Bachelor's-degree             Public        24812       0.21192053
## 692   Bachelor's-degree  Private Nonprofit        23247       0.02445194
## 693   Bachelor's-degree  Private Nonprofit        17291       0.28850575
## 694   Bachelor's-degree  Private Nonprofit        17421       0.17386831
## 695  Associate's-degree Private For-profit        19820       0.71670978
## 696  Associate's-degree             Public        10294       0.56501458
## 697  Certificate-degree             Public        17276       0.90598291
## 698  Associate's-degree  Private Nonprofit        21972       0.75193798
## 699  Certificate-degree Private For-profit        17055       0.30510511
## 700   Bachelor's-degree  Private Nonprofit        23584       0.05337781
## 701  Certificate-degree Private For-profit         5634       0.55371901
## 702  Certificate-degree Private For-profit        13233       0.69302326
## 703  Associate's-degree             Public         9860       0.37133250
## 704  Associate's-degree             Public         9311       0.37133250
## 705   Bachelor's-degree             Public        20003       0.37133250
## 706   Bachelor's-degree  Private Nonprofit        24226       0.01639344
## 707  Associate's-degree             Public         7231       0.54129663
## 708  Associate's-degree Private For-profit        16231       0.81481481
## 709  Associate's-degree Private For-profit        26248       0.82472613
## 710  Associate's-degree Private For-profit        26355       0.82472613
## 711  Certificate-degree             Public        17958       0.73939394
## 712  Associate's-degree Private For-profit        20190       0.86872587
## 713  Associate's-degree Private For-profit        20536       0.32867133
## 714  Certificate-degree Private For-profit        16457       0.84496124
## 715   Bachelor's-degree  Private Nonprofit        19597       0.18341709
## 716  Associate's-degree             Public        10262       0.29015748
## 717  Associate's-degree Private For-profit        20600       0.76596279
## 718  Certificate-degree Private For-profit         8767       0.79497908
## 719   Bachelor's-degree  Private Nonprofit        18803       0.61877173
## 720   Bachelor's-degree  Private Nonprofit        13476       0.55043685
## 721   Bachelor's-degree             Public        11773       0.36183632
## 722  Associate's-degree             Public         6479       0.56792018
## 723  Associate's-degree             Public         5604       0.57048093
## 724  Certificate-degree Private For-profit         9858       0.73282443
## 725  Associate's-degree             Public         8212       0.55417186
## 726   Bachelor's-degree             Public         7396       0.47620216
## 727   Bachelor's-degree             Public         6526       0.31869010
## 728  Associate's-degree             Public         8107       0.61053775
## 729   Bachelor's-degree  Private Nonprofit        18433       0.21947874
## 730  Certificate-degree Private For-profit        21556       0.77875752
## 731  Associate's-degree             Public         8478       0.63240844
## 732   Bachelor's-degree             Public         8794       0.41919443
## 733   Bachelor's-degree             Public        10178       0.30890499
## 734  Associate's-degree             Public         6100       0.50589391
## 735  Associate's-degree             Public         9125       0.64886459
## 736  Certificate-degree Private For-profit         6443       0.52688172
## 737  Certificate-degree Private For-profit        20827       0.65282505
## 738   Bachelor's-degree  Private Nonprofit        21019       0.47490706
## 739   Bachelor's-degree             Public        13107       0.61013216
## 740  Associate's-degree Private For-profit        22630       0.76596279
## 741  Associate's-degree             Public         8799       0.59109597
## 742   Bachelor's-degree  Private Nonprofit        23842       0.04020752
## 743  Certificate-degree Private For-profit        11389       0.65420561
## 744   Bachelor's-degree             Public        16677       0.33276019
## 745  Certificate-degree Private For-profit         8109       0.63095238
## 746  Associate's-degree             Public         8450       0.68436267
## 747   Bachelor's-degree             Public        12714       0.39558708
## 748  Associate's-degree             Public         8744       0.41969697
## 749  Associate's-degree             Public        10803       0.62253829
## 750   Bachelor's-degree  Private Nonprofit        22753       0.19682540
## 751  Associate's-degree Private For-profit        21068       0.72423556
## 752   Bachelor's-degree             Public        16075       0.25720095
## 753  Associate's-degree             Public         6109       0.52313940
## 754   Bachelor's-degree  Private Nonprofit        22998       0.01167728
## 755  Certificate-degree Private For-profit         8047       0.61437909
## 756  Certificate-degree Private For-profit        15876       0.58823529
## 757   Bachelor's-degree Private For-profit        26477       0.22466960
## 758   Bachelor's-degree Private For-profit        27501       0.36305008
## 759  Associate's-degree Private For-profit        20408       0.14671164
## 760   Bachelor's-degree  Private Nonprofit        26588       0.21978022
## 761   Bachelor's-degree             Public        18756       0.24524766
## 762   Bachelor's-degree  Private Nonprofit        15932       0.36956522
## 763   Bachelor's-degree  Private Nonprofit        31969       0.06821192
## 764   Bachelor's-degree  Private Nonprofit        17336       0.48095238
## 765   Bachelor's-degree Private For-profit        17930       0.62436548
## 766   Bachelor's-degree  Private Nonprofit        22831       0.36363636
## 767   Bachelor's-degree  Private Nonprofit        22209       0.49291785
## 768   Bachelor's-degree             Public        13341       0.21305842
## 769  Certificate-degree  Private Nonprofit         9784       0.63333333
## 770   Bachelor's-degree             Public        15297       0.20573356
## 771  Associate's-degree             Public         9414       0.47035421
## 772   Bachelor's-degree  Private Nonprofit        24929       0.10993250
## 773   Bachelor's-degree  Private Nonprofit        25469       0.08423006
## 774   Bachelor's-degree             Public        15514       0.11835817
## 775   Bachelor's-degree  Private Nonprofit        25163       0.24538259
## 776  Certificate-degree Private For-profit        14600       0.63319672
## 777  Certificate-degree Private For-profit        13340       0.61764706
## 778  Certificate-degree Private For-profit        13337       0.63699422
## 779  Certificate-degree Private For-profit        14307       0.57249071
## 780  Certificate-degree Private For-profit        15333       0.61684211
## 781  Certificate-degree  Private Nonprofit        18860       0.64088398
## 782   Bachelor's-degree  Private Nonprofit        20066       0.11587079
## 783   Bachelor's-degree  Private Nonprofit        24294       0.01132503
## 784  Certificate-degree Private For-profit        14514       0.57186544
## 785   Bachelor's-degree  Private Nonprofit        15225       0.31311329
## 786   Bachelor's-degree  Private Nonprofit        29698       0.50137994
## 787   Bachelor's-degree  Private Nonprofit        23240       0.03020134
## 788   Bachelor's-degree             Public        16526       0.09083681
## 789   Bachelor's-degree  Private Nonprofit        18236       0.25572519
## 790  Associate's-degree  Private Nonprofit        13673       0.24928202
## 791   Bachelor's-degree  Private Nonprofit        19251       0.56565657
## 792  Associate's-degree Private For-profit        17381       0.75620767
## 793  Associate's-degree Private For-profit        14250       0.51520795
## 794   Bachelor's-degree             Public        15285       0.09249743
## 795  Associate's-degree             Public         6025       0.42827152
## 796  Associate's-degree Private For-profit         5703       0.77495108
## 797   Bachelor's-degree  Private Nonprofit        20945       0.10912191
## 798   Bachelor's-degree  Private Nonprofit        24672       0.03776554
## 799   Bachelor's-degree  Private Nonprofit        19774       0.30717863
## 800   Bachelor's-degree  Private Nonprofit        28735       0.16753247
## 801  Certificate-degree Private For-profit        18238       0.70314637
## 802  Associate's-degree Private For-profit         5896       0.65278934
## 803  Certificate-degree  Private Nonprofit        10271       0.67626728
## 804  Certificate-degree Private For-profit        11220       0.54193548
## 805   Bachelor's-degree             Public        13874       0.18970232
## 806   Bachelor's-degree             Public        13418       0.18970232
## 807   Bachelor's-degree             Public        14192       0.18970232
## 808   Bachelor's-degree             Public        22584       0.18970232
## 809   Bachelor's-degree             Public        17605       0.18970232
## 810   Bachelor's-degree             Public        20983       0.18970232
## 811   Bachelor's-degree             Public        14261       0.18970232
## 812  Associate's-degree             Public        19008       0.18970232
## 813   Bachelor's-degree             Public        17185       0.18970232
## 814  Associate's-degree Private For-profit        10068       0.72413793
## 815  Certificate-degree Private For-profit        16214       0.60368664
## 816   Bachelor's-degree  Private Nonprofit        25690       0.20519481
## 817   Bachelor's-degree  Private Nonprofit        31653       0.07987552
## 818   Bachelor's-degree             Public        16295       0.10147143
## 819  Certificate-degree  Private Nonprofit        23647       0.39593909
## 820   Bachelor's-degree  Private Nonprofit        21671       0.33235438
## 821  Associate's-degree             Public        10113       0.55586381
## 822   Bachelor's-degree  Private Nonprofit        21617       0.25075790
## 823   Bachelor's-degree  Private Nonprofit        20693       0.33684211
## 824   Bachelor's-degree  Private Nonprofit        23870       0.11393805
## 825   Bachelor's-degree  Private Nonprofit        16784       0.02284710
## 826  Certificate-degree             Public        11842       0.74666667
## 827  Associate's-degree Private For-profit         8702       0.58291457
## 828   Bachelor's-degree             Public        16992       0.08342362
## 829   Bachelor's-degree             Public        17445       0.11524523
## 830  Associate's-degree             Public         5202       0.21023513
## 831   Bachelor's-degree             Public        21469       0.17609440
## 832  Associate's-degree Private For-profit        21605       0.71160822
## 833  Associate's-degree Private For-profit        17150       0.44075829
## 834   Bachelor's-degree  Private Nonprofit        20113       0.16633267
## 835   Bachelor's-degree  Private Nonprofit        33426       0.08981748
## 836   Bachelor's-degree  Private Nonprofit        16274       0.21508665
## 837   Bachelor's-degree             Public        17938       0.13769363
## 838  Associate's-degree Private For-profit        15637       0.70454545
## 839   Bachelor's-degree  Private Nonprofit        21613       0.02465331
## 840   Bachelor's-degree  Private Nonprofit        22840       0.11336336
## 841   Bachelor's-degree  Private Nonprofit        20240       0.50000000
## 842  Associate's-degree Private For-profit         7715       0.54560669
## 843   Bachelor's-degree  Private Nonprofit        25683       0.14634405
## 844   Bachelor's-degree             Public         9442       0.26083005
## 845   Bachelor's-degree             Public        17530       0.09225513
## 846   Bachelor's-degree  Private Nonprofit        41575       0.07809111
## 847   Bachelor's-degree  Private Nonprofit        30037       0.03797468
## 848  Certificate-degree             Public         3386       0.67313916
## 849  Associate's-degree  Private Nonprofit         5878       0.24528302
## 850   Bachelor's-degree  Private Nonprofit        14236       0.41073825
## 851  Certificate-degree             Public         6480       0.52464302
## 852  Associate's-degree             Public         5993       0.54255096
## 853   Bachelor's-degree             Public        15225       0.16682420
## 854  Certificate-degree Private For-profit        16638       0.73033708
## 855   Bachelor's-degree  Private Nonprofit        22490       0.65835929
## 856   Bachelor's-degree             Public        10997       0.20610212
## 857   Bachelor's-degree             Public        16127       0.11689153
## 858  Associate's-degree             Public        10054       0.11689153
## 859   Bachelor's-degree             Public        13292       0.28638498
## 860  Associate's-degree  Private Nonprofit        16295       0.05148741
## 861  Associate's-degree             Public         4780       0.50886015
## 862  Certificate-degree             Public         4961       0.63725490
## 863  Certificate-degree             Public         7996       0.41711349
## 864   Bachelor's-degree  Private Nonprofit        19239       0.02958580
## 865   Bachelor's-degree             Public        12692       0.33811130
## 866  Certificate-degree Private For-profit        10357       0.67567568
## 867   Bachelor's-degree Private For-profit        19780       0.90182319
## 868  Associate's-degree Private For-profit        20013       0.90182319
## 869   Bachelor's-degree  Private Nonprofit        20505       0.44745763
## 870   Bachelor's-degree             Public        14648       0.16423565
## 871   Bachelor's-degree             Public        15315       0.29347258
## 872  Associate's-degree             Public        12801       0.58645929
## 873   Bachelor's-degree             Public        10917       0.45810056
## 874   Bachelor's-degree  Private Nonprofit        15044       0.50112613
## 875   Bachelor's-degree  Private Nonprofit        16223       0.10606061
## 876  Certificate-degree Private For-profit        19074       0.71180238
## 877   Bachelor's-degree             Public        14535       0.31143828
## 878   Bachelor's-degree  Private Nonprofit        17272       0.11838006
## 879   Bachelor's-degree  Private Nonprofit        16547       0.11764706
## 880  Associate's-degree  Private Nonprofit        14398       0.16216216
## 881   Bachelor's-degree  Private Nonprofit        19302       0.18137255
## 882   Bachelor's-degree             Public         8631       0.29348531
## 883   Bachelor's-degree  Private Nonprofit        14891       0.25201613
## 884  Associate's-degree             Public         8373       0.35681534
## 885  Certificate-degree             Public         6078       0.60944089
## 886   Bachelor's-degree             Public        12506       0.21004201
## 887   Bachelor's-degree             Public        13623       0.17320221
## 888  Associate's-degree Private For-profit        27791       0.76763485
## 889   Bachelor's-degree             Public         8918       0.34561483
## 890   Bachelor's-degree  Private Nonprofit        19503       0.41386782
## 891  Associate's-degree             Public         7917       0.54820798
## 892  Certificate-degree Private For-profit         8819       0.71551724
## 893  Certificate-degree Private For-profit        10286       0.77871148
## 894  Associate's-degree             Public         4532       0.58362989
## 895  Certificate-degree Private For-profit        19898       0.86350148
## 896   Bachelor's-degree Private For-profit        26091       0.44961100
## 897   Bachelor's-degree  Private Nonprofit        22549       0.04678363
## 898   Bachelor's-degree  Private Nonprofit        26965       0.06931317
## 899  Associate's-degree Private For-profit        15902       0.38051044
## 900  Associate's-degree             Public         4814       0.52674067
## 901  Certificate-degree             Public         6629       0.45945946
## 902   Bachelor's-degree             Public        12924       0.28709542
## 903  Certificate-degree Private For-profit        19914       0.48192771
## 904   Bachelor's-degree  Private Nonprofit        19813       0.39357430
## 905  Associate's-degree  Private Nonprofit        27235       0.76847291
## 906  Certificate-degree Private For-profit        21405       0.86501164
## 907   Bachelor's-degree  Private Nonprofit        17563       0.11161731
## 908   Bachelor's-degree             Public        10893       0.50012186
## 909  Certificate-degree Private For-profit        14921       0.68285372
## 910   Bachelor's-degree Private For-profit        26750       0.80725422
## 911  Certificate-degree Private For-profit        12936       0.66250000
## 912   Bachelor's-degree  Private Nonprofit        29732       0.19476440
## 913  Certificate-degree             Public         8877       0.57674079
## 914   Bachelor's-degree  Private Nonprofit        18066       0.21030756
## 915   Bachelor's-degree  Private Nonprofit        16602       0.30678851
## 916   Bachelor's-degree  Private Nonprofit        17821       0.43770403
## 917  Associate's-degree Private For-profit        23508       0.76596279
## 918  Associate's-degree             Public         4597       0.49336223
## 919  Certificate-degree             Public         2892       0.58108108
## 920  Associate's-degree             Public         3054       0.25744048
## 921   Bachelor's-degree  Private Nonprofit        19961       0.36158192
## 922   Bachelor's-degree  Private Nonprofit        22018       0.26077348
## 923   Bachelor's-degree  Private Nonprofit        18153       0.22584400
## 924   Bachelor's-degree  Private Nonprofit        14375       0.44070720
## 925   Bachelor's-degree  Private Nonprofit        14302       0.39126394
## 926   Bachelor's-degree             Public         2520       0.21146617
## 927   Bachelor's-degree             Public         9532       0.14737343
## 928   Bachelor's-degree  Private Nonprofit        18273       0.10857763
## 929   Bachelor's-degree  Private Nonprofit        21428       0.30263158
## 930   Bachelor's-degree             Public        11031       0.24278371
## 931  Associate's-degree             Public         6195       0.51546727
## 932  Certificate-degree Private For-profit        12597       0.61038961
## 933   Bachelor's-degree  Private Nonprofit        17115       0.11814672
## 934  Certificate-degree Private For-profit        25394       0.50473485
## 935  Certificate-degree Private For-profit        26077       0.56317690
## 936  Certificate-degree Private For-profit        22138       0.67871486
## 937   Bachelor's-degree  Private Nonprofit        17883       0.30866808
## 938  Associate's-degree  Private Nonprofit         9219       0.16587678
## 939   Bachelor's-degree             Public        12553       0.09130642
## 940   Bachelor's-degree             Public        12550       0.51452282
## 941   Bachelor's-degree             Public        10615       0.37582750
## 942   Bachelor's-degree  Private Nonprofit        30501       0.15077990
## 943   Bachelor's-degree  Private Nonprofit        17869       0.09937107
## 944   Bachelor's-degree             Public         8712       0.48691099
## 945  Associate's-degree             Public        13420       0.66778523
## 946  Associate's-degree             Public         7026       0.37578992
## 947  Certificate-degree Private For-profit        14006       0.65217391
## 948  Certificate-degree Private For-profit         7472       0.68275862
## 949   Bachelor's-degree  Private Nonprofit        11567       0.36337209
## 950  Associate's-degree Private For-profit        26428       0.67962963
## 951  Certificate-degree Private For-profit        19692       0.76345432
## 952   Bachelor's-degree             Public        14255       0.35328562
## 953  Associate's-degree Private For-profit        17605       0.84502572
## 954  Associate's-degree Private For-profit        17311       0.84502572
## 955  Associate's-degree             Public         7599       0.61908602
## 956   Bachelor's-degree  Private Nonprofit        24027       0.28467153
## 957   Bachelor's-degree  Private Nonprofit        31573       0.25206302
## 958   Bachelor's-degree  Private Nonprofit        22279       0.80841122
## 959   Bachelor's-degree  Private Nonprofit        25488       0.10626703
## 960   Bachelor's-degree             Public        14657       0.36430834
## 961  Associate's-degree Private For-profit        18551       0.30890052
## 962   Bachelor's-degree  Private Nonprofit        24912       0.12400000
## 963  Certificate-degree Private For-profit        11325       0.50000000
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## 965   Bachelor's-degree  Private Nonprofit        21501       0.18099548
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## 967   Bachelor's-degree  Private Nonprofit        17353       0.48338082
## 968   Bachelor's-degree  Private Nonprofit        20038       0.48311688
## 969   Bachelor's-degree  Private Nonprofit        20779       0.03191489
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## 971  Associate's-degree Private For-profit        22480       0.83171071
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## 973   Bachelor's-degree  Private Nonprofit        17464       0.07246377
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## 975   Bachelor's-degree  Private Nonprofit        22021       0.15442359
## 976  Certificate-degree Private For-profit        18581       0.83308569
## 977   Bachelor's-degree  Private Nonprofit        18422       0.42767950
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## 985   Bachelor's-degree  Private Nonprofit        17359       0.16754850
## 986   Bachelor's-degree Private For-profit        30063       0.91244177
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## 995  Certificate-degree             Public         4646       0.73757455
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## 1008 Certificate-degree             Public         4875       0.72533544
## 1009 Associate's-degree             Public         7068       0.63728946
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## 1013 Certificate-degree Private For-profit        17910       0.72423556
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## 1027 Certificate-degree Private For-profit        10336       0.78260870
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## 1033 Associate's-degree Private For-profit        22862       0.76596279
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## 1035  Bachelor's-degree  Private Nonprofit        18561       0.12385321
## 1036  Bachelor's-degree  Private Nonprofit        23889       0.10236220
## 1037  Bachelor's-degree  Private Nonprofit        23432       0.18809981
## 1038 Certificate-degree             Public        10163       0.62877940
## 1039 Certificate-degree             Public         9364       0.63758389
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## 1042  Bachelor's-degree  Private Nonprofit        16437       0.36433447
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## 1044  Bachelor's-degree             Public        13136       0.27201051
## 1045  Bachelor's-degree             Public        14890       0.18412028
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## 1048 Associate's-degree             Public         3754       0.55922605
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## 1051 Associate's-degree Private For-profit         5917       0.45662100
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## 1053  Bachelor's-degree  Private Nonprofit         7236       0.25145127
## 1054  Bachelor's-degree  Private Nonprofit         7277       0.25145127
## 1055  Bachelor's-degree  Private Nonprofit         5209       0.25145127
## 1056 Associate's-degree Private For-profit         8062       0.56651163
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## 1059  Bachelor's-degree  Private Nonprofit        17215       0.04266212
## 1060  Bachelor's-degree  Private Nonprofit         7483       0.52779194
## 1061 Associate's-degree Private For-profit        22586       0.76596279
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## 1063 Associate's-degree  Private Nonprofit        23122       0.72215844
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## 1116 Certificate-degree Private For-profit        21664       0.64275618
## 1117 Certificate-degree Private For-profit        16945       0.59292035
## 1118 Certificate-degree Private For-profit        13540       0.90248390
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## 1134  Bachelor's-degree Private For-profit        19600       0.91782366
## 1135 Certificate-degree  Private Nonprofit        17742       0.76801021
## 1136 Certificate-degree Private For-profit        14659       0.69444444
## 1137 Certificate-degree  Private Nonprofit        12621       0.83435583
## 1138 Certificate-degree Private For-profit        15335       0.58095238
## 1139 Certificate-degree Private For-profit        12698       0.71194605
## 1140 Certificate-degree Private For-profit        22315       0.62916667
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## 1147 Associate's-degree Private For-profit        21385       0.90521955
## 1148 Certificate-degree Private For-profit        25686       0.78112550
## 1149  Bachelor's-degree  Private Nonprofit        27628       0.20942408
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## 1151 Certificate-degree Private For-profit        24836       0.76566757
## 1152 Certificate-degree Private For-profit        22004       0.69830508
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## 1156 Associate's-degree  Private Nonprofit        12018       0.63944932
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## 1158  Bachelor's-degree Private For-profit        17953       0.91782366
## 1159  Bachelor's-degree Private For-profit        20611       0.91782366
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## 1161 Associate's-degree Private For-profit        27389       0.87266355
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## 1163 Certificate-degree Private For-profit         7801       0.55813953
## 1164 Certificate-degree Private For-profit        15702       0.57539683
## 1165 Certificate-degree Private For-profit        15735       0.48325359
## 1166 Certificate-degree Private For-profit        13605       0.66253102
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## 1170 Certificate-degree Private For-profit        24024       0.59243697
## 1171 Certificate-degree Private For-profit        13542       0.68314607
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## 1175  Bachelor's-degree Private For-profit        28419       0.67956011
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## 1178 Certificate-degree Private For-profit         9908       0.73821340
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## 1182 Certificate-degree Private For-profit        13056       0.33677686
## 1183 Associate's-degree Private For-profit        22200       0.76596279
## 1184 Certificate-degree Private For-profit        16518       0.62846348
## 1185 Certificate-degree Private For-profit        10958       0.71966527
## 1186 Certificate-degree Private For-profit        14170       0.67441860
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## 1188 Certificate-degree Private For-profit        19202       0.74629630
## 1189 Certificate-degree             Public        10489       0.80000000
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## 1194 Certificate-degree Private For-profit        17810       0.63636364
## 1195  Bachelor's-degree Private For-profit        19708       0.91782366
## 1196 Certificate-degree Private For-profit        18564       0.79424626
## 1197 Certificate-degree Private For-profit         5461       0.32797567
## 1198 Certificate-degree Private For-profit        18984       0.73249211
## 1199 Certificate-degree Private For-profit        21779       0.74229075
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## 1202 Certificate-degree Private For-profit        28668       0.56989247
## 1203 Certificate-degree Private For-profit        20435       0.59079284
## 1204 Associate's-degree             Public         5556       0.67752443
## 1205 Associate's-degree Private For-profit        21326       0.62106423
## 1206  Bachelor's-degree  Private Nonprofit        16441       0.59792781
## 1207 Certificate-degree  Private Nonprofit         7745       0.76801021
## 1208 Certificate-degree Private For-profit        21485       0.73218673
## 1209 Associate's-degree Private For-profit        16073       0.75438596
## 1210 Certificate-degree Private For-profit        23495       0.75569842
## 1211 Associate's-degree Private For-profit        11088       0.62130178
## 1212  Bachelor's-degree Private For-profit        17865       0.92636741
## 1213 Certificate-degree Private For-profit        14449       0.57647059
## 1214 Certificate-degree Private For-profit        25441       0.68006631
## 1215 Certificate-degree Private For-profit        19726       0.64255319
## 1216 Associate's-degree Private For-profit        21232       0.76596279
## 1217 Certificate-degree Private For-profit        28699       0.71477663
## 1218 Certificate-degree             Public         6200       0.57957958
## 1219 Certificate-degree Private For-profit        16525       0.69587629
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## 1221 Certificate-degree Private For-profit        27595       0.70262794
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## 1223 Associate's-degree Private For-profit        23982       0.76596279
## 1224 Certificate-degree Private For-profit        16459       0.66280957
## 1225 Certificate-degree Private For-profit        26196       0.60793872
## 1226 Certificate-degree Private For-profit        12186       0.75576037
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## 1229 Associate's-degree Private For-profit        23308       0.76596279
## 1230 Certificate-degree Private For-profit        10928       0.66334165
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## 1235 Associate's-degree Private For-profit        16656       0.78880020
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## 1237 Certificate-degree Private For-profit        15961       0.63440860
## 1238 Certificate-degree Private For-profit        15355       0.53197674
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## 1242 Certificate-degree Private For-profit        15080       0.80781628
## 1243 Associate's-degree Private For-profit        21634       0.76596279
## 1244 Certificate-degree Private For-profit        21959       0.68164062
## 1245 Certificate-degree Private For-profit        23142       0.72777455
## 1246 Associate's-degree Private For-profit        20650       0.73351351
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## 1248 Certificate-degree Private For-profit        22226       0.74248798
## 1249 Certificate-degree Private For-profit        20494       0.82916266
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## 1253 Certificate-degree Private For-profit        32165       0.91764706
## 1254 Certificate-degree Private For-profit        16376       0.82529118
## 1255 Certificate-degree Private For-profit        21651       0.73673587
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## 1269 Certificate-degree Private For-profit        30509       0.40797023
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## 1272 Certificate-degree Private For-profit        16567       0.79581152
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## 1309 Certificate-degree Private For-profit        17936       0.70288326
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## 1316 Certificate-degree Private For-profit        16734       0.78880020
## 1317 Certificate-degree Private For-profit        15362       0.66714697
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## 1322 Associate's-degree Private For-profit        23746       0.66054750
## 1323 Associate's-degree Private For-profit        20996       0.66054750
## 1324 Associate's-degree Private For-profit        27341       0.36862546
## 1325  Bachelor's-degree Private For-profit        18342       0.91782366
## 1326  Bachelor's-degree Private For-profit        21461       0.91782366
## 1327  Bachelor's-degree Private For-profit        18783       0.91782366
## 1328 Certificate-degree Private For-profit        18777       0.41847206
## 1329 Associate's-degree Private For-profit        16787       0.69178082
## 1330 Associate's-degree Private For-profit        24153       0.76596279
## 1331 Associate's-degree Private For-profit        23050       0.76596279
## 1332 Associate's-degree Private For-profit        22764       0.76596279
## 1333 Certificate-degree Private For-profit        12158       0.53900709
## 1334 Certificate-degree Private For-profit        14320       0.63529412
## 1335 Certificate-degree Private For-profit        21647       0.84278351
## 1336 Certificate-degree Private For-profit        22431       0.75357143
## 1337  Bachelor's-degree Private For-profit        22660       0.67956011
## 1338 Certificate-degree Private For-profit        20952       0.61121380
## 1339 Certificate-degree Private For-profit        20467       0.61121380
## 1340 Certificate-degree Private For-profit        21038       0.77875752
## 1341 Associate's-degree Private For-profit        20047       0.83333333
## 1342 Certificate-degree Private For-profit        25246       0.78112550
## 1343 Certificate-degree Private For-profit        25276       0.72665370
## 1344 Certificate-degree Private For-profit        17993       0.83333333
## 1345  Bachelor's-degree Private For-profit        19772       0.91782366
## 1346  Bachelor's-degree  Private Nonprofit        25078       0.51536812
## 1347 Associate's-degree Private For-profit        20891       0.76596279
## 1348 Associate's-degree Private For-profit        21633       0.76596279
## 1349 Associate's-degree Private For-profit        22810       0.76596279
## 1350 Associate's-degree Private For-profit        18777       0.72824045
## 1351  Bachelor's-degree Private For-profit        17074       0.91782366
## 1352  Bachelor's-degree Private For-profit        18382       0.91782366
## 1353 Certificate-degree Private For-profit        15205       0.87179487
## 1354 Certificate-degree Private For-profit        22867       0.61121380
## 1355 Certificate-degree Private For-profit        22037       0.61121380
## 1356 Certificate-degree Private For-profit        21796       0.61121380
## 1357 Certificate-degree Private For-profit        21880       0.61121380
## 1358 Associate's-degree Private For-profit        20493       0.87266355
## 1359  Bachelor's-degree Private For-profit        24385       0.80725422
## 1360  Bachelor's-degree  Private Nonprofit        22618       0.48338082
## 1361 Certificate-degree Private For-profit        17562       0.47392405
## 1362 Certificate-degree Private For-profit        14311       0.47392405
## 1363 Certificate-degree Private For-profit        13656       0.58429119
## 1364 Certificate-degree Private For-profit        18816       0.73750000
## 1365 Certificate-degree Private For-profit        16176       0.73939394
## 1366 Certificate-degree Private For-profit        23990       0.73939394
## 1367 Certificate-degree Private For-profit        19898       0.77720207
## 1368 Associate's-degree Private For-profit        22054       0.76596279
## 1369 Associate's-degree Private For-profit        24272       0.76596279
## 1370 Associate's-degree Private For-profit        24120       0.76596279
## 1371 Associate's-degree Private For-profit        24334       0.76596279
## 1372 Certificate-degree Private For-profit        15948       0.71351642
## 1373  Bachelor's-degree Private For-profit        17878       0.91782366
## 1374  Bachelor's-degree Private For-profit        18429       0.91782366
## 1375  Bachelor's-degree Private For-profit        22277       0.67956011
## 1376  Bachelor's-degree Private For-profit        19297       0.67956011
## 1377 Certificate-degree Private For-profit        14071       0.64142195
## 1378 Certificate-degree Private For-profit        25094       0.83594306
## 1379 Certificate-degree Private For-profit        19831       0.63461240
## 1380 Certificate-degree Private For-profit        13541       0.65352863
## 1381 Certificate-degree Private For-profit        24374       0.61121380
## 1382 Certificate-degree Private For-profit        21999       0.61121380
## 1383 Associate's-degree  Private Nonprofit         8108       0.42759072
## 1384 Associate's-degree Private For-profit        13877       0.75591926
## 1385 Associate's-degree Private For-profit        25785       0.36862546
## 1386 Associate's-degree Private For-profit        25500       0.67956011
## 1387 Certificate-degree  Private Nonprofit        19693       0.69814885
## 1388 Certificate-degree Private For-profit        19101       0.71160822
## 1389 Associate's-degree Private For-profit        23632       0.76596279
## 1390 Associate's-degree Private For-profit        23406       0.76596279
## 1391 Certificate-degree Private For-profit        20245       0.73142346
## 1392 Certificate-degree Private For-profit        17040       0.73481781
## 1393 Certificate-degree Private For-profit        14856       0.78848353
## 1394 Certificate-degree Private For-profit        23000       0.73673587
## 1395 Certificate-degree Private For-profit        18230       0.67822266
## 1396 Associate's-degree Private For-profit        17344       0.84283465
## 1397 Associate's-degree Private For-profit        15717       0.83178439
## 1398 Certificate-degree Private For-profit        12413       0.61197339
## 1399 Certificate-degree Private For-profit        16619       0.80546875
## 1400  Bachelor's-degree Private For-profit        26798       0.78214349
## 1401  Bachelor's-degree Private For-profit        21957       0.86421737
## 1402  Bachelor's-degree Private For-profit        24205       0.86421737
## 1403 Certificate-degree Private For-profit        19711       0.61121380
## 1404 Certificate-degree Private For-profit        22389       0.61121380
## 1405 Certificate-degree Private For-profit        21668       0.61121380
## 1406 Certificate-degree Private For-profit        21278       0.61121380
## 1407 Certificate-degree Private For-profit        20633       0.61121380
## 1408 Certificate-degree Private For-profit        15868       0.67083333
## 1409 Certificate-degree Private For-profit        16761       0.78848353
## 1410 Certificate-degree Private For-profit        22927       0.74035477
## 1411 Associate's-degree Private For-profit        20885       0.87266355
## 1412 Associate's-degree Private For-profit        25473       0.38483894
## 1413 Certificate-degree Private For-profit        18248       0.72824045
## 1414 Certificate-degree Private For-profit        11782       0.68827160
## 1415 Certificate-degree Private For-profit        18846       0.83638996
## 1416 Associate's-degree Private For-profit        19060       0.76921837
## 1417 Certificate-degree Private For-profit        15101       0.65352863
## 1418 Certificate-degree Private For-profit        13361       0.43142857
## 1419 Certificate-degree Private For-profit        17472       0.68847832
## 1420 Associate's-degree Private For-profit        23924       0.81311228
## 1421 Associate's-degree Private For-profit        24040       0.76596279
## 1422 Associate's-degree Private For-profit        22916       0.76596279
## 1423 Associate's-degree Private For-profit        22280       0.76596279
## 1424 Certificate-degree Private For-profit        19108       0.79472141
## 1425  Bachelor's-degree  Private Nonprofit        23571       0.27706113
## 1426  Bachelor's-degree Private For-profit        31374       0.91244177
## 1427 Certificate-degree Private For-profit        23161       0.61121380
## 1428 Certificate-degree Private For-profit        22240       0.61121380
## 1429 Associate's-degree Private For-profit        19731       0.66054750
## 1430 Associate's-degree Private For-profit        18615       0.71670978
## 1431 Certificate-degree Private For-profit        10215       0.41188960
## 1432 Associate's-degree Private For-profit        25050       0.69858542
## 1433 Certificate-degree Private For-profit        25774       0.50473485
## 1434 Certificate-degree Private For-profit        26833       0.56317690
## 1435 Associate's-degree Private For-profit        15269       0.87179487
## 1436 Associate's-degree Private For-profit        19540       0.84283465
## 1437 Associate's-degree Private For-profit        21858       0.85270144
## 1438 Associate's-degree Private For-profit        20183       0.67855679
## 1439 Certificate-degree Private For-profit        22981       0.83594306
## 1440 Certificate-degree Private For-profit        17960       0.72909968
## 1441 Certificate-degree Private For-profit        21940       0.61121380
## 1442 Certificate-degree Private For-profit        23308       0.61121380
## 1443 Certificate-degree Private For-profit        21650       0.78472988
## 1444  Bachelor's-degree Private For-profit         7108       0.56651163
## 1445 Certificate-degree Private For-profit        15553       0.62106423
## 1446 Certificate-degree Private For-profit        18103       0.62106423
## 1447 Certificate-degree Private For-profit        16720       0.67439231
## 1448 Associate's-degree Private For-profit        22560       0.69858542
## 1449 Associate's-degree Private For-profit        21477       0.69858542
## 1450 Certificate-degree Private For-profit        11812       0.62972292
## 1451 Certificate-degree Private For-profit        12999       0.60214008
## 1452 Certificate-degree Private For-profit        12010       0.64007421
## 1453  Bachelor's-degree Private For-profit        29644       0.91244177
## 1454 Associate's-degree Private For-profit        26933       0.44961100
## 1455 Certificate-degree Private For-profit        13410       0.61477987
## 1456 Certificate-degree Private For-profit        14136       0.64142195
## 1457 Certificate-degree Private For-profit        11844       0.61197339
## 1458  Bachelor's-degree Private For-profit        24504       0.80725422
## 1459  Bachelor's-degree Private For-profit        24945       0.80725422
## 1460 Associate's-degree Private For-profit        24051       0.76596279
## 1461 Associate's-degree Private For-profit        23379       0.76596279
## 1462 Associate's-degree Private For-profit        23273       0.76596279
## 1463 Associate's-degree Private For-profit        21400       0.76596279
## 1464 Associate's-degree Private For-profit        22360       0.76596279
## 1465 Associate's-degree Private For-profit        17649       0.85270144
## 1466 Certificate-degree Private For-profit        18592       0.68006631
## 1467 Associate's-degree Private For-profit        19233       0.71670978
## 1468 Certificate-degree Private For-profit        19914       0.73481781
## 1469 Certificate-degree Private For-profit        17540       0.76757532
## 1470 Certificate-degree Private For-profit        10732       0.66936791
## 1471 Certificate-degree Private For-profit        21161       0.69626830
## 1472 Associate's-degree Private For-profit        31643       0.87266355
## 1473 Certificate-degree Private For-profit        14186       0.67083333
## 1474 Certificate-degree Private For-profit        13998       0.64692982
## 1475 Certificate-degree Private For-profit        25148       0.78112550
## 1476 Certificate-degree Private For-profit        16420       0.78848353
## 1477 Certificate-degree Private For-profit        14380       0.78848353
## 1478  Bachelor's-degree Private For-profit        29286       0.86421737
## 1479 Certificate-degree Private For-profit        17673       0.74301902
## 1480 Certificate-degree Private For-profit        23632       0.79588015
## 1481 Associate's-degree Private For-profit        23505       0.76596279
## 1482  Bachelor's-degree Private For-profit        17900       0.91782366
## 1483 Certificate-degree Private For-profit        21115       0.90182319
## 1484 Associate's-degree Private For-profit        22891       0.69858542
## 1485  Bachelor's-degree Private For-profit        26181       0.86421737
## 1486 Certificate-degree Private For-profit        15548       0.79472141
## 1487 Certificate-degree Private For-profit        24133       0.61121380
## 1488 Certificate-degree Private For-profit        22877       0.61121380
## 1489 Certificate-degree Private For-profit        21202       0.67242621
## 1490 Associate's-degree Private For-profit        17093       0.79040774
## 1491 Certificate-degree Private For-profit         5437       0.76344086
## 1492 Certificate-degree Private For-profit        16206       0.68847832
## 1493 Certificate-degree Private For-profit        19535       0.62806783
## 1494 Certificate-degree Private For-profit        19966       0.62806783
## 1495 Certificate-degree Private For-profit        19504       0.84045262
## 1496 Certificate-degree Private For-profit        19538       0.71670978
## 1497 Associate's-degree Private For-profit        22422       0.76596279
## 1498 Associate's-degree Private For-profit        22170       0.76596279
## 1499 Certificate-degree Private For-profit        10961       0.54058876
## 1500 Certificate-degree Private For-profit        16726       0.56462585
## 1501  Bachelor's-degree Private For-profit        17950       0.91782366
## 1502 Associate's-degree Private For-profit        18507       0.75477099
## 1503 Associate's-degree Private For-profit        20157       0.73351351
## 1504 Certificate-degree Private For-profit        19732       0.70777304
## 1505 Certificate-degree Private For-profit        17900       0.63685637
## 1506      NotClassified Private For-profit         6994       0.73481781
## 1507 Certificate-degree Private For-profit        17387       0.62806783
## 1508 Certificate-degree Private For-profit        19929       0.70564516
## 1509 Certificate-degree Private For-profit        17167       0.76634214
## 1510      NotClassified Private For-profit        18024       0.74193548
##      PAR_ED_PCT_1STGEN  MD_FAMINC PCTPELL PCTFLOAN GRAD_DEBT_MDN
## 1           0.34591195  35359.882  0.3680   0.5529       20500.0
## 2           0.40354913  20444.531  0.7752   0.8157       31000.0
## 3           0.18280577  75752.736  0.1754   0.3714       21500.0
## 4           0.16834171  75354.439  0.2199   0.5103       26495.0
## 5           0.45394007  24938.843  0.7657   0.9334       21250.0
## 6           0.36251710  42377.916  0.4194   0.7204       26379.0
## 7           0.41406041  34371.089  0.4743   0.6925       21334.5
## 8           0.25925926  47894.486  0.4377   0.6210       10890.5
## 9           0.23566879  36228.653  0.5074   0.7450       30500.0
## 10          0.17268623  76602.541  0.1553   0.3807       20834.0
## 11          0.27836879  57702.421  0.3723   0.6937       27000.0
## 12          0.40933573  22609.745  0.7817   0.7584       34500.0
## 13          0.46254399  25133.654  0.4814   0.6325       22182.0
## 14          0.41036717  32984.854  0.2176   0.2554       16500.0
## 15          0.41176471  37809.937  0.2827   0.5190       22649.0
## 16          0.59146878   8376.345  0.8474   0.7467        9500.0
## 17          0.43945469  14864.649  0.7321   0.9092       34500.0
## 18          0.57095047  19829.478  0.5589   0.8550        5560.0
## 19          0.55154505  16520.350  0.4842   0.4702        9500.0
## 20          0.56328321  12830.149  0.7068   0.6069        9500.0
## 21          0.40350877  18805.287  0.2656   0.8789       48250.0
## 22          0.52623421  14933.859  0.8621   0.8190       17800.0
## 23          0.51175743  19786.276  0.3347   0.0774        5957.5
## 24          0.49857550  16726.347  0.6667   0.7126       13372.5
## 25          0.49857550  16726.347  0.6902   0.6667       13372.5
## 26          0.48342246  22173.876  0.6175   0.7543       11568.0
## 27          0.50036521  22976.456  0.5300   0.6258       18750.0
## 28          0.51562500  13449.357  0.6552   0.6805        9996.5
## 29          0.52367531  17679.941  0.7582   0.7602       18772.0
## 30          0.56603774  15935.061  0.5097   0.2787       12500.0
## 31          0.37195008  41330.910  0.4085   0.5685       20000.0
## 32          0.58612182  14924.975  0.4700   0.2761       10093.5
## 33          0.50567939  20438.010  0.6071   0.7088        8708.0
## 34          0.54776705  12686.936  0.2906   0.2746       12108.0
## 35          0.53065775  18491.817  0.3913   0.4303       30670.5
## 36          0.50974659  14910.832  0.8365   0.8533       33860.0
## 37          0.50746915  29397.517  0.4570   0.4618       16000.0
## 38          0.44804318  28863.855  0.4894   0.7359       11550.0
## 39          0.57397770  19344.162  0.6225   0.2805        9500.0
## 40          0.22948074  65703.288  0.2773   0.4699       19500.0
## 41          0.56459672  21053.770  0.6006   0.2787        8000.0
## 42          0.58352668  15872.855  0.6337   0.0581        3500.0
## 43          0.48672566  35031.464  0.5363   0.6374       19917.0
## 44          0.57853893  15320.627  0.6898   0.6077        9500.0
## 45          0.54603175   5795.320  0.7506   0.6258        9500.0
## 46          0.59491128   8152.160  0.5021   0.1805       10500.0
## 47          0.57839721      0.000  0.7834   0.4416        7489.0
## 48          0.31147541      0.000  1.0000   0.9828        7000.0
## 49          0.34225249  56231.429  0.2781   0.5989       24974.0
## 50          0.63892542  15044.540  0.4518   0.0439       11625.0
## 51          0.27922078  26980.869  0.4008   0.6984       31000.0
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## 56          0.40028729  35878.202  0.4001   0.4443       16583.0
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## 68          0.31168831  59127.438  0.3297   0.8057       26958.0
## 69          0.61420345  11616.285  0.7428   0.7993       10061.0
## 70          0.34192961  46313.496  0.3520   0.6194       12000.0
## 71          0.34192961  46313.496  0.4209   0.7278       12000.0
## 72          0.54823422  14066.281  0.3945   0.1044        4000.0
## 73          0.45163278  32684.025  0.5988   0.7464       18750.0
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## 79          0.54678144  15441.894  0.3272   0.0169        5000.0
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## 130         0.60121552  19601.880  0.7164   0.7836       38514.5
## 131         0.31683168  43531.626  0.3252   0.4660       19456.5
## 132         0.50259067  23129.310  0.5077   0.6378       12000.0
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## 135         0.38565679  42320.588  0.3121   0.6656       25838.5
## 136         0.35714286  36632.230  0.3748   0.7323       28248.0
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## 140         0.48539638  38835.262  0.5175   0.9052       27591.5
## 141         0.50000000  30568.879  0.3158   0.5461        9833.0
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## 224         0.22857143  89515.088  0.1945   0.6676       27000.0
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## 233         0.32125709  48912.963  0.3771   0.6083       22666.5
## 234         0.51060516  22412.463  0.6570   0.8532       39007.5
## 235         0.54693878  25082.145  0.5612   0.7410        8433.0
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## 249         0.25367647  61580.017  0.3182   0.6473       25000.0
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## 253         0.46775580  27299.955  0.5560   0.6959       16000.0
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## 256         0.44355620  19947.116  0.3474   0.2440        8000.0
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## 258         0.37535411  50090.135  0.4416   0.7169       23385.5
## 259         0.57414449  13240.726  0.7550   0.8244       27258.0
## 260         0.45222327  41014.063  0.4501   0.6677       25000.0
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## 262         0.56390977   7413.031  0.7826   0.7826       19545.5
## 263         0.51880501  20598.675  0.2639   0.0394        6813.0
## 264         0.38164070  44359.487  0.4113   0.6882       22139.5
## 265         0.52834467  29698.381  0.4343   0.6108       22999.0
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## 272         0.53476574  20970.629  0.6118   0.8336       21703.5
## 273         0.52367531  17679.941  0.6564   0.8153       18772.0
## 274         0.52623421  14933.859  0.8608   0.7921       17800.0
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## 278         0.52623421  14933.859  0.8368   0.7991       17800.0
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## 280         0.40843882  53729.993  0.4321   0.9041       25062.5
## 281         0.33069307  61963.056  0.3193   0.5752       27000.0
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## 285         0.14435303  93351.016  0.1768   0.5532       23000.0
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## 291         0.42307692  44625.018  0.5020   0.7503       24191.5
## 292         0.12742100  92719.483  0.1975   0.7155       27000.0
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## 294         0.45698925  28115.146  0.4260   0.4077       11687.0
## 295         0.33632863  54401.502  0.3563   0.6931       22860.5
## 296         0.44689290  28422.357  0.3686   0.4106       12000.0
## 297         0.46158897  21739.095  0.4496   0.3547        9681.5
## 298         0.43559719  30301.037  0.4625   0.4983       12000.0
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## 302         0.50028918  17660.840  0.7582   0.8273       17161.5
## 303         0.47734628  29054.928  0.6831   0.9138       23250.0
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## 307         0.40862887  39935.024  0.2716   0.3813       18860.5
## 308         0.41438980  40750.583  0.4444   0.7326       25000.0
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## 314         0.40621404  42867.321  0.3638   0.5392       24997.0
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## 321         0.39777778  45604.954  0.4953   0.8718       22311.0
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## 324         0.33788840  44643.948  0.3115   0.4427       19250.0
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## 327         0.52282158  18689.380  0.6921   0.6291       12474.0
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## 333         0.28673684  56357.907  0.2012   0.3376       18500.0
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## 336         0.53381643  20295.211  0.5082   0.5683       16500.0
## 337         0.41990183  23154.411  0.6933   0.2088       28470.5
## 338         0.43145161  34885.193  0.3491   0.3698       19125.0
## 339         0.22250970  50300.433  0.1659   0.3899       25536.0
## 340         0.34256560  32070.599  0.6313   0.7618       27000.0
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## 343         0.28677563  79793.890  0.2272   0.6688       25000.0
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## 351         0.34133791  34943.421  0.5998   0.8410       29197.5
## 352         0.49283668  24192.351  0.8146   0.5288       16558.0
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## 357         0.21172975  72473.566  0.1886   0.3615       18100.0
## 358         0.40852974  34956.191  0.5979   0.6924       26999.5
## 359         0.56437934  15127.893  0.6744   0.7308       10796.0
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## 364         0.30294030  82018.226  0.2216   0.5142       19000.0
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## 368         0.24217311  89509.635  0.1976   0.7160       26419.0
## 369         0.46010929  41022.215  0.5413   0.8842       18750.0
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## 374         0.50691244  35340.159  0.6877   0.8281       20000.0
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## 376         0.42972536  21909.014  0.3407   0.1050        7750.0
## 377         0.38888889  34605.378  0.3224   0.7746       26540.0
## 378         0.33949580  65450.237  0.2393   0.6393       25000.0
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## 380         0.48734177  24158.726  0.6125   0.7796       20000.0
## 381         0.46439169  31946.965  0.4246   0.6798       27000.0
## 382         0.22177419  93315.190  0.2377   0.6607       27000.0
## 383         0.35863586  61467.272  0.3140   0.6793       20500.0
## 384         0.34468085  65774.218  0.2548   0.7389       21512.0
## 385         0.47409326  23201.491  0.5826   0.7585       12000.0
## 386         0.13117871  76458.456  0.2133   0.5807       19000.0
## 387         0.49155146  21104.313  0.4937   0.2646        7800.0
## 388         0.48792271  34520.595  0.2894   0.9325       20000.0
## 389         0.24272818  63824.375  0.2942   0.7326       23250.0
## 390         0.35518263  51056.770  0.3143   0.6103       24024.5
## 391         0.50877193  25647.979  0.8498   0.9614       12000.0
## 392         0.51252610  26441.879  0.3289   0.1725        6100.0
## 393         0.15522388  64862.936  0.2255   0.4757       20375.0
## 394         0.34463277  26294.421  0.2507   0.5470        7917.0
## 395         0.20524017  56579.254  0.2765   0.5722       19500.0
## 396         0.53463687  22131.800  0.4308   0.1802        5595.0
## 397         0.53225806  21836.920  0.7799   0.8641       30000.0
## 398         0.50829596  24447.821  0.4390   0.3110        6402.5
## 399         0.58620690  15747.800  0.5702   0.5702        9500.0
## 400         0.35449735  52570.565  0.3753   0.7029       27000.0
## 401         0.38929664  49446.114  0.3254   0.5800       23000.0
## 402         0.17059484  74389.008  0.2406   0.5504       19500.0
## 403         0.36864608  42808.625  0.2307   0.7383       23000.0
## 404         0.50865864  18155.157  0.5363   0.2052        5904.0
## 405         0.35297516  55588.495  0.3711   0.7023       25000.0
## 406         0.31129900  67937.388  0.3018   0.6348       21497.0
## 407         0.31333333  69154.234  0.3272   0.7808       27000.0
## 408         0.35895118  60402.074  0.2505   0.5283       18951.5
## 409         0.16574586  50897.608  0.3417   0.5762       27000.0
## 410         0.50300300  21098.126  0.5525   0.3352        9325.0
## 411         0.48275862  35392.023  0.2460   0.4498       23946.0
## 412         0.34261838  49901.005  0.4499   0.9116       26575.0
## 413         0.46643240  21905.256  0.5706   0.6938       29210.0
## 414         0.50179211  19698.158  0.4080   0.5423        9500.0
## 415         0.60178777  12627.314  0.8571   0.9064        8456.0
## 416         0.55384615  21073.891  0.4970   0.2781        5000.0
## 417         0.45147679  29918.603  0.5449   0.3566        8250.0
## 418         0.41230068  30486.545  0.6369   0.7262       22761.0
## 419         0.34439834  48184.398  0.4489   0.7447       22562.5
## 420         0.31699312  61928.558  0.3722   0.6546       25000.0
## 421         0.45868033  18873.286  0.4719   0.4174       12000.0
## 422         0.52838428  17772.666  0.6401   0.6021        4833.0
## 423         0.44886238  22009.746  0.4486   0.5319       13600.0
## 424         0.30555556  44849.382  0.2048   0.3557       27000.0
## 425         0.40646131  28958.628  0.3838   0.6000       23594.0
## 426         0.46762590  14608.672  0.7763   0.8718       35497.0
## 427         0.16924620  77617.263  0.1632   0.3819       21665.5
## 428         0.22541617  74999.871  0.2514   0.5056       24888.5
## 429         0.22926829  73740.834  0.2640   0.6041       26000.0
## 430         0.39459640  29391.256  0.4270   0.6743       22875.0
## 431         0.40292342  32980.640  0.4667   0.7732       25096.0
## 432         0.52491694  19344.778  0.3824   0.1869       11000.0
## 433         0.84375000  11950.486  0.5787   0.5787        9833.0
## 434         0.60966736  14576.606  0.6644   0.5909        9500.0
## 435         0.49292453  23415.179  0.4356   0.1947        7687.5
## 436         0.44551669  26794.360  0.4462   0.4224       13252.0
## 437         0.36736500  44924.896  0.3233   0.5616       23482.0
## 438         0.57711864  14935.800  0.6000   0.6711        9500.0
## 439         0.50860927  24868.981  0.4344   0.2627       10793.5
## 440         0.48566199  21567.920  0.5678   0.3599       10832.0
## 441         0.42815534  24429.851  0.6833   0.9689        9500.0
## 442         0.42444559  17778.988  0.3914   0.3020       10500.0
## 443         0.52162162  19565.185  0.4803   0.1803        9159.0
## 444         0.33333333  18060.193  0.5969   0.8272       23124.0
## 445         0.38492964  36261.493  0.3351   0.4012       14250.0
## 446         0.29488753  51803.785  0.3691   0.6061       19694.5
## 447         0.20511296  72764.985  0.2910   0.6773       22500.0
## 448         0.33019755  44533.622  0.3518   0.6556       21500.0
## 449         0.37963945  32468.425  0.3236   0.4089       12000.0
## 450         0.38894373  31788.295  0.3968   0.4881       13000.0
## 451         0.49612745  16074.637  0.4759   0.7495        9791.0
## 452         0.41025641  33961.629  0.7556   1.0000       11878.0
## 453         0.16927900  55960.664  0.3889   0.8754       27000.0
## 454         0.24534574  59639.488  0.3317   0.6468       22124.0
## 455         0.39159292  16548.886  0.6178   0.8690       29570.0
## 456         0.35009548  28952.126  0.3572   0.3834       11000.0
## 457         0.18793706  66944.376  0.2950   0.5232       21500.0
## 458         0.39613527  23781.761  0.3803   0.2846        8725.0
## 459         0.35020180  32823.882  0.3782   0.4553       13000.0
## 460         0.36793059  32657.155  0.4754   0.5561       12000.0
## 461         0.30310929  52450.457  0.2955   0.5176       21500.0
## 462         0.36289501  58373.817  0.2785   0.6152       22303.5
## 463         0.31924883  39040.153  0.4835   0.7184       26000.0
## 464         0.28919425  60936.312  0.3125   0.6938       23000.0
## 465         0.15744013  94658.297  0.2119   0.5848       25000.0
## 466         0.43646409  14614.744  0.5985   0.5730       10821.0
## 467         0.31810491  43489.833  0.4271   0.7632       27000.0
## 468         0.38219306  26064.189  0.4552   0.4744       13000.0
## 469         0.36314728  24140.178  0.4793   0.6959       18500.0
## 470         0.46796657  16935.116  0.7446   0.5919       10432.0
## 471         0.36652147  19099.968  0.7558   0.1200       28000.0
## 472         0.27888990  42245.582  0.3149   0.4705       20000.0
## 473         0.41696365  26550.469  0.5654   0.6086       15000.0
## 474         0.29439568  36140.158  0.3897   0.5972       24000.0
## 475         0.47441077  17153.233  0.6423   0.2405        8409.0
## 476         0.37387387  13457.787  0.5117   0.5391       10833.0
## 477         0.37185930  38690.273  0.6548   0.7571       21500.0
## 478         0.44632768  35202.116  0.4727   0.8019       20000.0
## 479         0.48187073  41381.301  0.4403   0.7090       15916.0
## 480         0.49064039  23172.851  0.4822   0.2379       12250.0
## 481         0.64634146  11401.068  0.6185   0.5636        9833.0
## 482         0.56586826  12283.180  0.8452   0.7810       12610.0
## 483         0.33022071  48216.932  0.4634   0.9246       23148.0
## 484         0.36217949  41405.981  0.4233   0.7280       26455.5
## 485         0.54849611  24743.909  0.4900   0.2644        9500.0
## 486         0.43032787  46522.104  0.3938   0.6164       10500.0
## 487         0.46590909  18251.177  0.4223   0.4585        9500.0
## 488         0.57657225  21388.008  0.5551   0.2543        8949.0
## 489         0.52725564  15552.532  0.7924   0.8137       34484.5
## 490         0.53681392  13169.446  0.8401   0.9238       15188.0
## 491         0.34922029  34783.214  0.3383   0.5129       18985.5
## 492         0.50951848  20910.885  0.5004   0.2951        9000.0
## 493         0.53687316  14588.837  0.5516   0.6009        8291.5
## 494         0.57692308  29063.691  0.5441   0.7206        9437.5
## 495         0.23014587  75729.223  0.2038   0.4611       21500.0
## 496         0.43848238  25500.462  0.6684   0.9902       12000.0
## 497         0.46285714  28825.922  0.4076   0.4538        9500.0
## 498         0.47583494  16144.708  0.4985   0.1036        8000.0
## 499         0.32908163  47804.015  0.3985   0.7178       24375.0
## 500         0.36688760  45315.188  0.3208   0.5414       21500.0
## 501         0.29113924  57473.112  0.2865   0.7875       26418.5
## 502         0.36526946  58165.121  0.3413   0.6635       17995.0
## 503         0.22372881  80700.410  0.2437   0.5675       26000.0
## 504         0.45378151  36538.917  0.3657   0.4018        9728.0
## 505         0.47337770  21550.688  0.4501   0.3214        8000.0
## 506         0.39811321  38985.805  0.4363   0.5956       23750.0
## 507         0.38831615  35541.005  0.4564   0.6743       10250.0
## 508         0.37922078  32005.925  0.3465   0.4951       17500.0
## 509         0.26367300  46452.125  0.3324   0.5117       23050.0
## 510         0.31250000  57614.856  0.3803   0.6777       25498.5
## 511         0.38641686  10853.481  0.8282   0.4227        7091.0
## 512         0.39802336  43983.747  0.3487   0.4534       16440.0
## 513         0.42721519  26068.979  0.5318   0.6682       13094.0
## 514         0.18613607  81891.723  0.1794   0.5266       21500.0
## 515         0.33644860  50001.745  0.5145   0.6834       18015.0
## 516         0.37843378  54336.867  0.3611   0.6281       18799.0
## 517         0.48603874  19601.598  0.3649   0.2068        6399.0
## 518         0.33904041  46449.923  0.3159   0.4504       18940.0
## 519         0.54035201  17222.638  0.7303   0.5058       26048.0
## 520         0.41645885  38014.680  0.3177   0.4676       19530.5
## 521         0.41309910  26116.873  0.4248   0.6217       10979.5
## 522         0.24657534  47859.160  0.3588   0.5734       27000.0
## 523         0.53144149  17912.807  0.3195   0.0807       11940.0
## 524         0.37079262  42420.582  0.2785   0.3707       16382.0
## 525         0.53349876  20440.059  0.2269   0.1448        9498.0
## 526         0.59684893  14689.556  0.5130   0.7666        9499.0
## 527         0.51039910  18853.757  0.3944   0.2334       10500.0
## 528         0.33578431  60336.649  0.3519   0.8349       27000.0
## 529         0.12544379  74947.702  0.1509   0.2446       10500.0
## 530         0.58139535  21135.005  0.3970   0.6181        9833.0
## 531         0.29417476  76287.589  0.3019   0.6439       27000.0
## 532         0.43636364  28179.301  0.3333   0.5667        9500.0
## 533         0.26330645  85504.207  0.2305   0.7164       25500.0
## 534         0.19655857  88392.329  0.2896   0.6915       26000.0
## 535         0.28809738  77346.611  0.2600   0.7712       26870.0
## 536         0.41025641  65489.224  0.3243   0.7008       27000.0
## 537         0.18502674 102872.656  0.1864   0.7583       27000.0
## 538         0.62762763  16556.138  0.6484   0.7607        9500.0
## 539         0.51287958  29606.710  0.2824   0.2062        9300.0
## 540         0.40846824  58766.207  0.2771   0.6283       24309.0
## 541         0.52185792  13838.021  0.4272   0.5825       10988.0
## 542         0.43532819  40484.172  0.2510   0.3682       23250.0
## 543         0.47402597  40843.954  0.4278   0.7235       24245.0
## 544         0.60713619  16809.589  0.8811   0.1231        8500.0
## 545         0.53652789  24622.734  0.6131   0.6318       12750.0
## 546         0.52345679  24458.870  0.3902   0.1325        9250.0
## 547         0.46000000  28852.126  0.3349   0.6422       21000.0
## 548         0.66386555   9711.903  0.7317   0.7927       10988.0
## 549         0.54302296  29681.473  0.3060   0.1861        8700.0
## 550         0.60237389  27292.346  0.3773   0.4888        7667.0
## 551         0.58466819  15166.879  0.5862   0.6983        9500.0
## 552         0.51313756  25551.045  0.4610   0.2127        9450.0
## 553         0.29869033  62453.701  0.3023   0.5916       23000.0
## 554         0.50769231  32867.044  0.3404   0.4784       19750.0
## 555         0.56007605  21586.921  0.4250   0.1354        5250.0
## 556         0.47925124  22101.050  0.5630   0.3928       17125.0
## 557         0.52675761  18452.143  0.3572   0.0876        6986.0
## 558         0.49887206  23999.960  0.4380   0.3977       13313.0
## 559         0.29629630  42857.538  0.2737   0.3666       15986.0
## 560         0.47925124  22101.050  0.4480   0.4372       17125.0
## 561         0.64319249  18239.210  0.6031   0.1345        7000.0
## 562         0.27777778  39899.198  0.4336   0.6867       23000.0
## 563         0.45514781  31571.687  0.3865   0.3321       10863.5
## 564         0.21732026  75333.571  0.2169   0.8072       22525.0
## 565         0.58271865  13544.190  0.8085   0.7158        9500.0
## 566         0.49363057  28630.388  0.3215   0.5063       12600.0
## 567         0.28008299  49745.112  0.3556   0.6826       13091.5
## 568         0.11578947  75484.571  0.1814   0.4680       22000.0
## 569         0.52405207  21186.922  0.6572   0.8754       26393.0
## 570         0.54374276  13711.934  0.8312   0.9462       23036.0
## 571         0.54374276  13711.934  0.8629   0.9301       23036.0
## 572         0.16894087  84033.557  0.2853   0.7797       25937.0
## 573         0.41626794  34443.989  0.3951   0.7305       27000.0
## 574         0.52093023   9016.759  0.7632   0.7579        9500.0
## 575         0.49717514  13227.756  0.6164   0.5753        7750.0
## 576         0.47550777  14618.958  0.5162   0.6909        6333.0
## 577         0.13575910  76593.352  0.1705   0.3238       11848.0
## 578         0.44822888  27822.637  0.3697   0.3743       12000.0
## 579         0.43402187  20176.054  0.5276   0.1868       11500.0
## 580         0.50608435  19771.706  0.4851   0.0593        6500.0
## 581         0.29619805  41490.692  0.3708   0.7487       25000.0
## 582         0.32289951  52585.681  0.3349   0.6623       21902.0
## 583         0.28855889  43998.070  0.2302   0.3402       17200.0
## 584         0.50128700  25393.512  0.5035   0.4529       11888.0
## 585         0.44557522  29316.028  0.5148   0.5224       11620.0
## 586         0.25223614  57163.493  0.3841   0.6656       24636.5
## 587         0.44466325  26889.231  0.4022   0.2454        8750.0
## 588         0.41157294  42036.750  0.3388   0.6310       25000.0
## 589         0.34217172  57595.557  0.2978   0.6717       24275.0
## 590         0.37050062  29135.708  0.1757   0.3155       23250.0
## 591         0.53012048  12866.827  0.8554   0.7281       13037.5
## 592         0.30108827  56400.508  0.3409   0.6351       24000.0
## 593         0.55194805  11972.263  0.8111   0.7000        6152.0
## 594         0.42445483  26416.804  0.5929   0.6146       18813.0
## 595         0.49044586  26296.782  0.5135   0.4757        9500.0
## 596         0.35113387  58624.931  0.3316   0.7777       26500.0
## 597         0.51285521  16983.449  0.7999   0.7461       16874.0
## 598         0.40498478  23745.613  0.4842   0.3944       12000.0
## 599         0.36771300  42978.190  0.5154   0.8688       27500.0
## 600         0.62335217  13849.761  0.9165   0.9459        8792.0
## 601         0.26483051  65199.916  0.2733   0.6267       24000.0
## 602         0.44147157  29297.495  0.3504   0.3765       12000.0
## 603         0.47719928  32837.446  0.2529   0.2144       11296.5
## 604         0.32793748  46142.027  0.3610   0.5848       24500.0
## 605         0.88921713  13159.591  0.8495   0.8003       13268.5
## 606         0.39189189  29329.299  0.4894   0.4650       22754.0
## 607         0.54022989  11376.970  0.6514   0.5595        9500.0
## 608         0.55524862  11186.021  0.9405   0.8328       11120.0
## 609         0.20398108  68359.488  0.3230   0.6672       26000.0
## 610         0.33760684  51429.806  0.2924   0.6179       12000.0
## 611         0.13106160  96115.910  0.1817   0.5760       25000.0
## 612         0.28637261  63522.337  0.3593   0.7854       23000.0
## 613         0.32000000  66394.367  0.2143   0.4531       24000.0
## 614         0.37903226  28326.275  0.4818   0.7956       12000.0
## 615         0.44662921  22983.899  0.3175   0.2593       10500.0
## 616         0.43478261  21377.355  0.5398   0.5566       11882.5
## 617         0.36727738  44436.407  0.5149   0.7403       13941.0
## 618         0.40203715  41772.745  0.4905   0.7071       14000.0
## 619         0.40056953  35599.941  0.6189   0.7656       18250.0
## 620         0.28270602  53291.503  0.3650   0.5951       20389.0
## 621         0.23817070  63499.849  0.2738   0.4880       19000.0
## 622         0.18456210  78372.600  0.2210   0.5057       19500.0
## 623         0.24876170  55966.986  0.3102   0.5784       22500.0
## 624         0.42816092  28632.042  0.5520   0.8175       21000.0
## 625         0.53389831  16623.886  0.7536   0.7536       15675.0
## 626         0.27242525  47892.525  0.4657   0.8125       27000.0
## 627         0.10331633  66345.606  0.1918   0.2759       18000.0
## 628         0.42445866  17078.281  0.3981   0.1478       10500.0
## 629         0.54319853  15270.627  0.5614   0.1991        9705.0
## 630         0.35548523  37390.156  0.4944   0.7626       27000.0
## 631         0.40253165  23973.117  0.7024   0.9158       34000.0
## 632         0.50000000  14241.824  0.5666   0.5461        8575.5
## 633         0.33447489  40606.227  0.3615   0.7442       23800.5
## 634         0.42245886  18947.795  0.4557   0.2328        9750.0
## 635         0.47984645  18643.560  0.5183   0.1606        8500.0
## 636         0.34477124  43408.624  0.4544   0.7038       21500.0
## 637         0.52403655  17941.257  0.7385   0.3053        9500.0
## 638         0.12430347  46742.314  0.1443   0.3320        6000.0
## 639         0.60880829  13738.070  0.6784   0.1493        7900.0
## 640         0.40648379  25949.957  0.7154   0.7535       21961.0
## 641         0.41587902  39682.611  0.2476   0.4108       21900.0
## 642         0.32246696  32769.545  0.4673   0.6736       25000.0
## 643         0.48933662  14746.715  0.6384   0.3627       16500.0
## 644         0.16163036 115823.010  0.1468   0.5570       25489.0
## 645         0.56381660  14677.150  0.5917   0.2495        9462.0
## 646         0.36649215  22174.420  0.3333   0.3333        4746.0
## 647         0.45760303  30392.341  0.5456   0.6957       23492.0
## 648         0.20788770  39387.103  0.3180   0.4588       18981.0
## 649         0.28885971  45345.035  0.4070   0.5798       21500.0
## 650         0.24640218  56061.414  0.2872   0.5083       19500.0
## 651         0.30674847  42210.800  0.3328   0.6345       25000.0
## 652         0.39570552  24859.816  0.7756   0.9011       34388.0
## 653         0.45752608  21384.096  0.7969   0.8905       37889.0
## 654         0.51388889  15758.369  0.6079   0.2579        9139.0
## 655         0.48920266  19064.496  0.4161   0.1009        9119.5
## 656         0.51592357  20778.934  0.6400   0.1551        5250.0
## 657         0.27092511  63495.547  0.2793   0.6627       26500.0
## 658         0.34949495  55497.673  0.3182   0.5458       19603.0
## 659         0.28137770  44046.332  0.3112   0.4915       12000.0
## 660         0.61011956  15222.725  0.8855   0.9351       17264.0
## 661         0.44435315  35629.289  0.4297   0.6428       24800.0
## 662         0.57291667  32822.772  0.5490   0.7876       19000.0
## 663         0.33355049  58584.364  0.2930   0.7176       26932.0
## 664         0.56868764  14397.259  0.8348   0.7964       10640.0
## 665         0.37016575  56167.188  0.4961   0.5326       24750.0
## 666         0.54892601  26527.164  0.3948   0.4806        6586.0
## 667         0.58518519  16309.084  0.7833   0.6417        6000.0
## 668         0.56343284  10240.200  0.9310   0.0690        6510.0
## 669         0.13312451  86659.001  0.2252   0.5401       22500.0
## 670         0.58977901  21903.149  0.6008   0.7673       19000.0
## 671         0.47688752  19186.925  0.8165   0.8706       38870.0
## 672         0.36956840  51704.792  0.4635   0.5865       22096.0
## 673         0.58881988  11690.198  0.7653   0.8667        9500.0
## 674         0.49738220  29031.023  0.6783   0.9270       16087.0
## 675         0.53428323  16091.278  0.4745   0.2233        7945.5
## 676         0.51060516  22412.463  0.6717   0.8493       39007.5
## 677         0.57674104  23913.004  0.4457   0.2856       14982.0
## 678         0.60893855  20812.575  0.4076   0.3270        8444.0
## 679         0.33159851  69368.927  0.1997   0.4904       22000.0
## 680         0.38171263  60065.837  0.4336   0.9291       27000.0
## 681         0.55888651  12499.979  0.7915   0.7788       11211.0
## 682         0.53043478  10594.372  0.8413   0.9048       20000.0
## 683         0.60526316  27424.955  0.2826   0.3623       10250.0
## 684         0.45772080  40768.496  0.6079   0.6771       24500.0
## 685         0.45772080  40768.496  0.5524   0.6891       24500.0
## 686         0.45772080  40768.496  0.5594   0.6903       24500.0
## 687         0.42723881  43621.330  0.3914   0.7282       25055.5
## 688         0.56083845  25377.180  0.5859   0.4965       17278.0
## 689         0.40480592  52631.435  0.4368   0.7686       25000.0
## 690         0.32715629  61203.322  0.5391   0.6326       23000.0
## 691         0.32715629  61203.322  0.1658   0.4337       23000.0
## 692         0.33036509  73017.461  0.3477   0.8063       27000.0
## 693         0.36029412  60206.422  0.3462   0.6755       28417.0
## 694         0.42122538  49800.461  0.4160   0.9331       27000.0
## 695         0.52623421  14933.859  0.8860   0.8492       17800.0
## 696         0.58371635  25375.072  0.4621   0.4337       11500.0
## 697         0.54143646  18942.267  0.7981   0.8846        9500.0
## 698         0.55652174  22298.349  0.6190   0.7381       19000.0
## 699         0.48777079  30656.189  0.5849   0.7911       13000.0
## 700         0.25764192  81551.744  0.2526   0.7493       26773.5
## 701         0.54954955  19220.442  0.6537   0.6848        9550.0
## 702         0.49214660  25557.567  0.5378   0.6723        7916.0
## 703         0.40793740  53341.216  0.7796   0.8058       21875.0
## 704         0.40793740  53341.216  0.6567   0.7307       21875.0
## 705         0.40793740  53341.216  0.2373   0.5147       21875.0
## 706         0.19800570  82093.326  0.2100   0.5566       26925.0
## 707         0.52341137  18317.953  0.4825   0.5099       17506.5
## 708         0.78260870   7059.771  0.9803   0.9408       25250.0
## 709         0.69832402  10535.852  0.9785   0.9785       25752.0
## 710         0.69832402  10535.852  0.9925   0.9925       25752.0
## 711         0.66000000  24625.895  0.4498   0.4659        9200.0
## 712         0.65829146   9241.289  0.8679   0.8679       21416.0
## 713         0.40800000  26665.848  0.6471   0.9231       23642.5
## 714         0.61202186   8979.687  0.9879   0.9940       13696.5
## 715         0.46442953  52162.622  0.4348   0.7727       26985.0
## 716         0.41495829  38351.321  0.3610   0.4047       23228.0
## 717         0.52367531  17679.941  0.8371   0.9055       18772.0
## 718         0.48292683  18126.057  0.7105   0.5263        5805.0
## 719         0.47189542  52327.088  0.4137   0.8006       20832.0
## 720         0.38020833  43847.754  0.5393   0.8068       18750.0
## 721         0.38914829  34706.478  0.3547   0.4327       18750.0
## 722         0.54723708  18439.100  0.5671   0.2703       11499.0
## 723         0.51717370  23084.343  0.3403   0.2059        8000.0
## 724         0.54954955   9010.855  0.6552   0.7655        8344.0
## 725         0.64144272  22389.264  0.6866   0.5692       13004.0
## 726         0.42472094  30319.228  0.5131   0.5267       16478.0
## 727         0.47598253  34221.350  0.4560   0.4276       15000.0
## 728         0.50268162  20513.251  0.3863   0.3581        9000.0
## 729         0.27623907  44936.603  0.4473   0.6794       26723.0
## 730         0.52361809  15172.148  0.9058   0.8587        9676.0
## 731         0.50457277  21058.661  0.4054   0.3081        9000.0
## 732         0.50836120  27202.179  0.4984   0.4615       14167.0
## 733         0.44528302  37066.243  0.4228   0.6692       15500.0
## 734         0.55147929  22444.277  0.1571   0.0773        9470.0
## 735         0.47207744  18799.350  0.5238   0.5388       16936.0
## 736         0.56962025  21072.791  0.3277   0.5294       12000.0
## 737         0.49225754  22657.571  0.4433   0.5795        9255.0
## 738         0.38056680  44364.035  0.4208   0.7518       24178.0
## 739         0.45949926  27630.389  0.5049   0.5851       21267.0
## 740         0.52367531  17679.941  0.6752   0.8294       18772.0
## 741         0.44390039  16183.669  0.6087   0.7288       20000.0
## 742         0.13648649  66881.155  0.2134   0.4118       20982.5
## 743         0.50716332  14071.564  0.5188   0.9023       16167.0
## 744         0.30473213  45480.618  0.3392   0.5285       21500.0
## 745         0.52054795   8974.800  0.8022   0.8681       13002.0
## 746         0.44058259  17379.479  0.3995   0.3960       13834.0
## 747         0.37254902  32910.569  0.3865   0.4936       20752.0
## 748         0.51396161  23370.614  0.4405   0.3162       12000.0
## 749         0.53394256  16142.333  0.6420   0.5295       15697.5
## 750         0.29900332  61984.753  0.3411   0.6274       21500.0
## 751         0.59047238  10927.544  0.8658   0.7835       10222.0
## 752         0.42705570  40132.542  0.4378   0.6621       23558.0
## 753         0.44839080  20266.204  0.4170   0.2349       10554.0
## 754         0.17693169  78794.918  0.2708   0.6675       28500.0
## 755         0.60144928  21701.051  0.3544   0.3734        4950.0
## 756         0.45833333  14253.853  0.8010   0.9660       10645.0
## 757         0.49746193  39514.604  0.5336   0.8898       28962.5
## 758         0.45171773  26247.740  0.5731   0.8723       28207.0
## 759         0.50847458  29690.168  0.7064   0.9528       12000.0
## 760         0.37485172  58118.631  0.2350   0.6171       26063.0
## 761         0.39230091  53637.268  0.3872   0.7549       23375.0
## 762         0.39705882  39048.849  0.3716   0.6647       26960.0
## 763         0.11903114  81731.666  0.1414   0.4137       21500.0
## 764         0.48416887  36578.720  0.4412   0.8468       29000.0
## 765         0.56608696  25568.952  0.5628   0.8282       29526.0
## 766         0.29292929  40899.521  0.3887   0.7243       22125.0
## 767         0.45168295  36119.506  0.5568   0.8811       25000.0
## 768         0.49070100  23760.812  0.7853   0.8826       31303.0
## 769         0.54491018  36328.744  0.6398   0.9462       16000.0
## 770         0.42973373  52280.109  0.3964   0.7110       25000.0
## 771         0.48130204  27221.151  0.3819   0.3134        9500.0
## 772         0.36761711  73999.915  0.2688   0.6909       26140.5
## 773         0.18805739  91972.783  0.2156   0.6914       26824.0
## 774         0.38817402  65910.204  0.2949   0.6373       22500.0
## 775         0.33145009  80313.998  0.2445   0.7411       27000.0
## 776         0.53826531  11920.959  0.6241   0.6423       12795.5
## 777         0.53623188  13823.419  0.6774   0.6022       12296.0
## 778         0.47338936  13972.803  0.4930   0.5493       13585.0
## 779         0.45285935  15420.820  0.5030   0.5934       10974.0
## 780         0.53061224  13432.498  0.5668   0.6316       12378.0
## 781         0.44720497  33755.379  0.5153   0.8253       22018.5
## 782         0.31981982  66742.651  0.3443   0.7135       26750.0
## 783         0.12383178 114974.810  0.1375   0.5666       21903.0
## 784         0.57904412  15366.279  0.4386   0.5380       10525.0
## 785         0.50203666  53955.484  0.3483   0.7620       27000.0
## 786         0.39750260  69627.059  0.2219   0.5499       25867.0
## 787         0.21465969  81889.453  0.2088   0.6041       27000.0
## 788         0.40025907  67622.714  0.3145   0.7315       25000.0
## 789         0.39638387  53448.308  0.3986   0.8872       24779.0
## 790         0.51172137  27858.650  0.5854   0.7680       16000.0
## 791         0.39971751  45862.968  0.3998   0.6562       14375.0
## 792         0.50000000  19814.726  0.6628   0.8755        8225.0
## 793         0.64183835  18352.198  0.7556   0.8793       15056.0
## 794         0.42714127  60846.646  0.3808   0.7675       26006.0
## 795         0.54978355  25351.891  0.4186   0.2304        8297.0
## 796         0.57480315   9119.726  0.8462   0.6923       15623.0
## 797         0.33242754  69729.233  0.3619   0.7676       27000.0
## 798         0.19606235  87414.500  0.2035   0.6785       25701.0
## 799         0.51650312  45243.010  0.4606   0.7987       22500.0
## 800         0.18707941 110880.278  0.1184   0.4938       25542.0
## 801         0.63030303   9942.135  0.7023   0.6197        9500.0
## 802         0.59919840  14885.543  0.6793   0.5848        9971.5
## 803         0.65838509  14173.096  0.6133   0.5961        7068.0
## 804         0.58394161  18860.079  0.7432   0.6081        8700.0
## 805         0.31458616  63904.242  0.3988   0.6500       26500.0
## 806         0.31458616  63904.242  0.4835   0.7331       26500.0
## 807         0.31458616  63904.242  0.3825   0.5825       26500.0
## 808         0.31458616  63904.242  0.3493   0.7268       26500.0
## 809         0.31458616  63904.242  0.3862   0.6563       26500.0
## 810         0.31458616  63904.242  0.3466   0.6979       26500.0
## 811         0.31458616  63904.242  0.3360   0.5971       26500.0
## 812         0.31458616  63904.242  0.4676   0.7688       26500.0
## 813         0.31458616  63904.242  0.5207   0.7546       26500.0
## 814         0.73076923   7348.466  0.8008   0.7227       10068.5
## 815         0.61250000  19578.699  0.5836   0.6459        9500.0
## 816         0.32092697  64057.503  0.2385   0.7220       27000.0
## 817         0.23542354  71650.339  0.3002   0.8112       27000.0
## 818         0.24802911  77056.156  0.3699   0.7150       25619.0
## 819         0.42897727  33372.830  0.5791   0.8148       14498.0
## 820         0.32185145  41521.671  0.4287   0.7881       27000.0
## 821         0.56845053  17461.928  0.5882   0.7138       14016.0
## 822         0.34976303  58192.295  0.3231   0.7123       26750.0
## 823         0.40663900  39377.109  0.5626   0.8324       28250.0
## 824         0.31388565  72664.880  0.2824   0.7577       27000.0
## 825         0.21951220  83337.906  0.2706   0.6072       27000.0
## 826         0.66115702  26183.783  0.4500   0.7125        9829.0
## 827         0.55459770  15902.863  0.8255   0.8691       13345.0
## 828         0.40873590  72110.207  0.2944   0.6870       25000.0
## 829         0.34321373  69549.885  0.3260   0.7368       25250.0
## 830         0.49213836  34311.585  0.5489   0.4976       10375.0
## 831         0.30992995  60419.465  0.3425   0.6633       24500.0
## 832         0.58847433  13493.434  0.7174   0.6516       13000.0
## 833         0.54252199  29736.143  0.5357   0.7704       12000.0
## 834         0.31659389  51228.176  0.4178   0.6876       27000.0
## 835         0.12793603 106338.855  0.1172   0.4463       25000.0
## 836         0.35792952  71644.447  0.3399   0.8028       25250.0
## 837         0.31086018  80802.567  0.2431   0.6325       22250.0
## 838         0.50286369   9361.066  0.7421   0.8255       19993.5
## 839         0.25649351  72642.756  0.3142   0.7522       27000.0
## 840         0.37261146  66343.912  0.3284   0.7558       26000.0
## 841         0.46808511  42883.287  0.3357   0.6055       26000.0
## 842         0.60898985  23046.407  0.6416   0.9424       13000.0
## 843         0.33461270  51452.089  0.3358   0.7687       26740.5
## 844         0.41443299  40079.282  0.3905   0.5653       20500.0
## 845         0.23972125  80158.939  0.2794   0.6930       22000.0
## 846         0.09750567  78099.841  0.1552   0.4158       22744.0
## 847         0.20567376  92858.542  0.2480   0.7263       27000.0
## 848         0.51478918  19424.332  0.6551   0.1979        8000.0
## 849         0.42105263  19528.121  0.8352   0.7330       12000.0
## 850         0.48549618  26086.913  0.6047   0.8195       33000.0
## 851         0.59570552   7800.501  0.8262   0.6430        6250.0
## 852         0.57464006  14866.280  0.6834   0.3908        9000.0
## 853         0.40435459  29251.443  0.5544   0.6718       30000.0
## 854         0.48565121  14600.333  0.5421   0.5263        8892.0
## 855         0.48432880  27614.700  0.5374   0.6892       27000.0
## 856         0.34187458  37576.328  0.4067   0.5867       24640.0
## 857         0.23196573  67867.413  0.2447   0.4924       21500.0
## 858         0.23196573  67867.413  0.3372   0.3400       21500.0
## 859         0.38159221  39011.246  0.4507   0.6423       22174.0
## 860         0.39420655  42569.260  0.5716   0.6812        9325.0
## 861         0.52249431  20324.187  0.5851   0.1833        4523.5
## 862         0.57308063  15073.511  0.7211   0.3920        7814.0
## 863         0.46607010  24884.002  0.4825   0.2379        5500.0
## 864         0.13911290  74462.921  0.2111   0.4190       21710.5
## 865         0.30036630  49512.458  0.2437   0.4478       23685.0
## 866         0.39849624  15551.478  0.6277   0.5839        7917.0
## 867         0.52231043  14604.324  0.6541   0.7193       30992.0
## 868         0.52231043  14604.324  0.7523   0.8507       30992.0
## 869         0.33396226  39599.426  0.5279   0.8064       24500.0
## 870         0.24409925  64816.197  0.2866   0.6328       24000.0
## 871         0.28627232  57788.286  0.3028   0.6040       22000.0
## 872         0.38509317  24029.308  0.5799   0.7359       11000.0
## 873         0.45467337  29413.884  0.5333   0.6020       22868.0
## 874         0.40853659  47292.225  0.3435   0.4803       16477.0
## 875         0.38059701  48633.272  0.3701   0.6240       22861.5
## 876         0.54530295  14117.057  0.8059   0.8619        9020.0
## 877         0.43686125  32762.989  0.4493   0.5171       18660.0
## 878         0.24731183  27644.730  0.5979   0.7021       29797.5
## 879         0.25581395  63087.854  0.3879   0.6577       25000.0
## 880         0.55601660  31205.383  0.6995   0.7418        9125.0
## 881         0.29032258  31630.857  0.5372   0.7872       27000.0
## 882         0.39967670  34556.465  0.4385   0.5690       19700.0
## 883         0.33966245  50569.470  0.3638   0.6179       22756.5
## 884         0.55343511  27633.140  0.3454   0.1347        4500.0
## 885         0.50845210  18401.057  0.4954   0.3470       10879.0
## 886         0.31777683  46719.763  0.3590   0.5551       19487.5
## 887         0.26427469  50191.687  0.3055   0.4443       18000.0
## 888         0.49000000  23278.222  0.7189   0.8996       20000.0
## 889         0.41600843  24002.134  0.6881   0.7819       26000.0
## 890         0.38370720  44749.354  0.3636   0.6695       17857.0
## 891         0.57418056  18418.054  0.5443   0.2586        8750.0
## 892         0.75268817  12137.245  0.6014   0.6503        8776.5
## 893         0.63517915  11732.889  0.6700   0.8164        9205.0
## 894         0.51709027  22485.832  0.1917   0.0712        5750.0
## 895         0.57518797  16328.051  0.5502   0.6537        9403.0
## 896         0.41044776  24091.265  0.5679   0.7875       29667.0
## 897         0.22745902  67978.149  0.2851   0.7504       24698.0
## 898         0.21733363  76102.605  0.2374   0.5146       25000.0
## 899         0.53708440  28926.039  0.5941   0.8996       17333.5
## 900         0.50561798  19942.358  0.2005   0.0341        4500.0
## 901         0.51568627  24505.046  0.3494   0.2281        8025.0
## 902         0.42493579  33352.067  0.4323   0.5418       20500.0
## 903         0.47891892  28229.301  0.2992   0.5301       12500.0
## 904         0.31964624  49928.263  0.3214   0.6158       22000.0
## 905         0.52023121  18794.750  0.8397   0.8397        9500.0
## 906         0.58028455  14115.820  0.9901   0.9945       11831.0
## 907         0.43574051  42241.337  0.4764   0.7525       22265.0
## 908         0.46386043  28990.298  0.5125   0.6068       19014.5
## 909         0.55172414  17391.601  0.6547   0.7264       10000.0
## 910         0.51565378  16923.388  0.5813   0.8221       26417.0
## 911         0.54166667  10382.592  0.4308   0.2359        5500.0
## 912         0.33371429  55823.684  0.3288   0.6021       27000.0
## 913         0.53448276  20137.681  0.3781   0.2027        9500.0
## 914         0.37439379  34587.986  0.4871   0.5752       23000.0
## 915         0.41448382  26275.297  0.7322   0.8289       28750.0
## 916         0.45501677  39706.075  0.4320   0.6352       26140.0
## 917         0.52367531  17679.941  0.6323   0.7910       18772.0
## 918         0.54807692  20652.140  0.2684   0.2076       10500.0
## 919         0.56255178  18383.454  0.4377   0.2652       10500.0
## 920         0.58290723  17306.253  0.5702   0.0380        2334.0
## 921         0.38813736  52176.131  0.4048   0.7663       23551.0
## 922         0.32716418  47723.291  0.4228   0.7019       25410.0
## 923         0.38705584  38612.980  0.4670   0.6930       28171.5
## 924         0.42911332  40691.576  0.4900   0.7350       21080.0
## 925         0.51787649  30631.954  0.6449   0.8129       25000.0
## 926         0.55735822  22129.311  0.6652   0.4257       10965.0
## 927         0.36654034  28854.300  0.6822   0.7924       26642.0
## 928         0.17745536  52692.104  0.1744   0.1854        8400.0
## 929         0.38973384  38286.834  0.3462   0.4530       23500.0
## 930         0.42452692  38949.936  0.3919   0.5559       20124.5
## 931         0.58122206  18589.806  0.3233   0.0868        8225.0
## 932         0.63025210  16620.763  0.8243   0.6486        6986.0
## 933         0.44880546  36879.310  0.5088   0.6284       26537.0
## 934         0.70713202  13678.090  0.8106   0.7646        9500.0
## 935         0.66306695  14088.950  0.5364   0.7800       10190.0
## 936         0.68981481  13379.869  0.9667   0.9287        6126.0
## 937         0.38630807  33715.162  0.4809   0.6189       25000.0
## 938         0.47777778  18871.708  0.7731   0.5370       11000.0
## 939         0.30257836  61943.281  0.2444   0.4544       18687.0
## 940         0.43506296  36935.155  0.4140   0.6286       18750.0
## 941         0.32740741  33877.118  0.3651   0.6165       18750.0
## 942         0.20589569  81353.670  0.1535   0.3562       22000.0
## 943         0.41609823  53228.173  0.4106   0.8424       27112.0
## 944         0.43280000  31444.943  0.4916   0.6202       19633.0
## 945         0.51200000  23423.103  0.6098   0.7675        9500.5
## 946         0.49011532  23743.953  0.4336   0.4154       11000.0
## 947         0.65952381  14879.221  0.4914   0.4504        6500.0
## 948         0.61739130  11782.413  0.1220   0.1220        3000.0
## 949         0.26004016  27824.954  0.3479   0.2632        9405.0
## 950         0.42980562  22774.419  0.6384   0.8465       29500.0
## 951         0.59192440  15076.262  0.7913   0.7608        9500.0
## 952         0.33082192  36522.420  0.4135   0.5678       11000.0
## 953         0.55001389  14476.063  0.6000   0.6000       24608.0
## 954         0.55001389  14476.063  0.8209   0.8174       24608.0
## 955         0.41050539  24211.917  0.3125   0.2114        8000.0
## 956         0.30000000  31022.775  0.6000   0.8162       22500.0
## 957         0.26373626  68728.147  0.2331   0.7022       27000.0
## 958         0.26865672  16157.582  0.5440   0.7040       19510.0
## 959         0.21489971  61311.325  0.3731   0.7848       25000.0
## 960         0.45600000  38267.328  0.4881   0.7384       25000.0
## 961         0.31506849  42927.103  0.3241   0.5839       16688.0
## 962         0.26079594  75867.004  0.2672   0.6806       27000.0
## 963         0.47619048  25057.986  0.5417   0.6875        9833.0
## 964         0.16470588 103963.864  0.1613   0.7268       27000.0
## 965         0.43410853  51681.436  0.5038   0.8759       25000.0
## 966         0.41666667  40054.091  0.3698   1.0000       13200.0
## 967         0.42245989  39100.568  0.4595   0.6784       25000.0
## 968         0.47605225  42438.914  0.4692   0.7287       20400.0
## 969         0.33518931  76181.435  0.2676   0.7476       27000.0
## 970         0.56828194  14780.174  0.4768   0.0720        4500.0
## 971         0.57771536  10981.504  0.8201   0.8439       25250.0
## 972         0.34477124  65706.413  0.2733   0.6119       25000.0
## 973         0.43212067  41648.844  0.5919   0.9061       27250.0
## 974         0.27728897  47902.095  0.2816   0.4481       18750.0
## 975         0.24531616  51616.549  0.3953   0.7001       27000.0
## 976         0.54208085  12343.458  0.7333   0.4857        9500.0
## 977         0.41075515  34096.683  0.5898   0.8342       27000.0
## 978         0.48303393  20540.722  0.3294   0.1661        6750.0
## 979         0.35314152  44565.144  0.3196   0.5403       22499.0
## 980         0.56113724  14036.265  0.8308   0.8857       18808.5
## 981         0.48701299  21719.529  0.2792   0.1205        7500.0
## 982         0.31857578  67936.957  0.2813   0.5715       20759.5
## 983         0.23717949  75104.964  0.3345   0.7161       27000.0
## 984         0.19648738  65989.729  0.1909   0.4249       19387.5
## 985         0.24817518  50612.960  0.5246   0.6431       18500.0
## 986         0.52002590  17006.545  0.1591   0.2293       32639.0
## 987         0.45970775  19536.211  0.4348   0.2222        8200.0
## 988         0.42624855  37682.791  0.4146   0.4025       19719.0
## 989         0.16910976  82856.949  0.1240   0.2517       17494.0
## 990         0.15635739 104966.418  0.1720   0.4685       21500.0
## 991         0.40088524  31610.837  0.6707   0.7721       27449.0
## 992         0.42970522  30625.019  0.6737   0.8515       31000.0
## 993         0.57434402  10295.635  0.7778   0.8756       20000.0
## 994         0.42335311  22546.636  0.1395   0.0827       10500.0
## 995         0.45810493  16260.614  0.4281   0.3577       14416.0
## 996         0.52512821  21468.355  0.5319   0.2559       10500.0
## 997         0.53750575  23747.787  0.3054   0.0998       10000.0
## 998         0.38287154  24183.386  0.5061   0.4890        9500.0
## 999         0.49497386  21491.278  0.2288   0.1191        9500.0
## 1000        0.39357430  16285.041  0.8446   0.9054        5857.0
## 1001        0.46637829  17328.232  0.2942   0.0897        9224.5
## 1002        0.46733668  21146.596  0.7500   0.8571        6365.0
## 1003        0.48427968  16303.816  0.7865   0.7839       27134.5
## 1004        0.46455505  22726.987  0.6078   0.8775       10555.0
## 1005        0.41275168  21739.095  0.2419   0.2120       15500.0
## 1006        0.49539794  12509.762  0.4618   0.2979       13666.0
## 1007        0.30154946  48252.935  0.4088   0.7457       20611.5
## 1008        0.44981061  14751.724  0.3231   0.2280        8257.0
## 1009        0.39299065  20697.722  0.2245   0.1624       13292.5
## 1010        0.47216157  20319.532  0.3354   0.2174       12000.0
## 1011        0.18386243  65605.326  0.3346   0.7584       29174.0
## 1012        0.32718036  39658.630  0.2528   0.3367       15161.0
## 1013        0.59047238  10927.544  0.8408   0.7836       10222.0
## 1014        0.21580817  66887.477  0.2287   0.6442       25278.0
## 1015        0.61101549  21992.467  0.5232   0.2169        9500.0
## 1016        0.41622575  50376.083  0.4823   0.7872       28796.0
## 1017        0.37945493  48574.920  0.4848   0.9278       28964.0
## 1018        0.52952381  21985.833  0.7346   0.8942       17500.0
## 1019        0.63636364  14404.005  0.5693   0.3465        5500.0
## 1020        0.44444444  35955.375  0.4944   0.6359       21477.5
## 1021        0.62889518   3947.820  0.8770   0.7225       17778.5
## 1022        0.67857143  12488.915  0.9044   0.9706        7972.0
## 1023        0.44529540  50112.961  0.3351   0.5625       22400.0
## 1024        0.41307578  51848.094  0.4280   0.6548       22500.0
## 1025        0.34702550  58962.946  0.3559   0.6243       25000.0
## 1026        0.59057072  19659.833  0.7122   0.9122       11419.0
## 1027        0.72916667   5093.444  0.4819   0.5181       11500.0
## 1028        0.34573601  62628.701  0.2752   0.5401       21500.0
## 1029        0.55896873  22351.050  0.5657   0.5213        8300.0
## 1030        0.47080838  35945.814  0.4286   0.7231       26250.0
## 1031        0.53153153  22826.049  0.2857   0.4694        8750.0
## 1032        0.45918367  24761.469  0.5838   0.5145        9300.0
## 1033        0.52367531  17679.941  0.6859   0.8588       18772.0
## 1034        0.46940639  40732.541  0.3443   0.6257       25000.0
## 1035        0.23444976  46667.314  0.4617   0.7562       16000.0
## 1036        0.25284091  59514.776  0.4056   0.8319       27375.0
## 1037        0.27459016  69002.769  0.2857   0.7511       27000.0
## 1038        0.51199495  29723.143  0.2112   0.3052        8750.0
## 1039        0.55372269  23534.795  0.4141   0.3866        9141.0
## 1040        0.28494624  51733.610  0.4101   0.7566       25836.0
## 1041        0.50752257  30609.732  0.2477   0.2410        7500.0
## 1042        0.36068530  63415.026  0.3862   0.7233       26402.5
## 1043        0.24227509  81450.902  0.2251   0.5820       22107.5
## 1044        0.43619602  44360.541  0.4297   0.6030       23251.0
## 1045        0.32454884  68008.583  0.3001   0.6679       24250.0
## 1046        0.31754256  43894.767  0.4256   0.6512       22368.0
## 1047        0.46688742  21883.991  0.2416   0.1721        7613.0
## 1048        0.42864666  25758.617  0.2476   0.1910        6750.0
## 1049        0.41336971  15484.105  0.8303   0.4225       11950.0
## 1050        0.39259259  10177.701  0.8871   0.1481        5500.0
## 1051        0.42498255      0.000  0.9171   0.0125        5637.5
## 1052        0.38873640  11542.372  0.8433   0.3174        5500.0
## 1053        0.38873640  11542.372  0.9291   0.2317        5500.0
## 1054        0.38873640  11542.372  0.9651   0.4513        5500.0
## 1055        0.38873640  11542.372  0.9297   0.2016        5500.0
## 1056        0.48472615   6765.773  0.9202   0.3383        5500.0
## 1057        0.46194927   1357.063  0.7657   0.1731        1846.0
## 1058        0.40327720  10952.556  0.9395   0.3517        4865.0
## 1059        0.20871143  55051.197  0.1799   0.1457       11130.0
## 1060        0.46487196   8660.316  0.8595   0.1361        6000.0
## 1061        0.52367531  17679.941  0.6522   0.8430       18772.0
## 1062        0.37256061  66957.227  0.2360   0.5342       27000.0
## 1063        0.51155624  16528.872  0.7222   0.8148       23292.0
## 1064        0.40957033  20255.170  0.5110   0.2750       10661.0
## 1065        0.59219858  15748.803  0.8230   0.8142       11087.0
## 1066        0.36480687  22310.525  0.4877   0.8033       22290.0
## 1067        0.52361809  15172.148  0.6100   0.4706        9676.0
## 1068        0.55917667  13173.891  0.6448   0.6270        9500.0
## 1069        0.54426942  18194.144  0.3825   0.2687        6946.0
## 1070        0.50636381  15613.646  0.6579   0.6951       12125.0
## 1071        0.43915344  18557.142  0.6655   0.7526        9059.0
## 1072        0.52231043  14604.324  0.6919   0.8524       30992.0
## 1073        0.47443182  19638.555  0.4472   0.5732       12500.0
## 1074        0.68522073  18992.818  0.9074   0.9704        5066.0
## 1075        0.56956522  19764.717  0.8027   0.8386       11310.0
## 1076        0.55468750  13766.825  0.7744   0.6513        8863.0
## 1077        0.60178777  12627.314  0.9063   0.9110        8456.0
## 1078        0.63030303   9942.135  0.6498   0.6408        9500.0
## 1079        0.58629639   6679.337  0.8837   0.8281       25300.0
## 1080        0.50567939  20438.010  0.4411   0.5831        8708.0
## 1081        0.30769231  29347.778  0.5323   0.9516       45000.0
## 1082        0.60162602  18549.239  0.5985   0.6174       20000.0
## 1083        0.49857550  16726.347  0.7610   0.6855       13372.5
## 1084        0.47691039  16946.607  0.5318   0.7069       12228.0
## 1085        0.54579323  18086.927  0.6540   0.6809       13411.0
## 1086        0.57828283  14686.395  0.4770   0.5022        9058.0
## 1087        0.62288786  13129.690  0.4149   0.4639       21693.5
## 1088        0.50967937  14922.801  0.5913   0.6017        9500.0
## 1089        0.52730375  18356.413  0.3130   0.0863        4005.0
## 1090        0.44887526   2192.738  0.8908   0.3201        8250.0
## 1091        0.36531987  30417.375  0.4410   0.6573       28723.5
## 1092        0.59117647  13393.512  0.8190   0.8476        3619.5
## 1093        0.61625442  14129.325  0.7243   0.5889        9500.0
## 1094        0.40442225  19449.298  0.7115   0.8703       22313.5
## 1095        0.61987510  14269.880  0.8605   0.8818       13722.0
## 1096        0.61170213  21859.237  0.7105   0.9145       13017.0
## 1097        0.53839442  14400.844  0.9289   1.0000        9500.0
## 1098        0.52367531  17679.941  0.6630   0.8333       18772.0
## 1099        0.46601942  16844.361  0.7647   0.8431       10961.0
## 1100        0.68391867  12755.620  0.8757   0.8274       24254.0
## 1101        0.54529998  24772.242  0.4095   0.3404       15000.0
## 1102        0.46240602  23509.744  0.6716   0.8817       29500.0
## 1103        0.63025210  16620.763  0.7059   0.5529        6986.0
## 1104        0.63179916  11902.078  0.8234   0.7271        9500.0
## 1105        0.52367531  17679.941  0.7074   0.8130       18772.0
## 1106        0.53360587  24569.525  0.5061   0.6628       18359.5
## 1107        0.57956778  18082.452  0.8825   0.9470        6333.0
## 1108        0.61011956  15222.725  0.9226   0.9107       17264.0
## 1109        0.54374276  13711.934  0.8157   0.9629       23036.0
## 1110        0.49717514  23071.696  0.6149   0.7838       12235.0
## 1111        0.60492041  15827.807  0.7636   0.5753        9500.0
## 1112        0.63179916  11902.078  0.7633   0.6337        9500.0
## 1113        0.56437934  15127.893  0.6012   0.6059       10796.0
## 1114        0.30107527  58692.294  0.4576   0.8588       27000.0
## 1115        0.55381443  14533.672  0.7305   0.6025        9500.0
## 1116        0.57359413  15899.885  0.7311   0.7197       10119.0
## 1117        0.38144330  17196.295  0.5338   0.4436        8600.0
## 1118        0.62516915  16096.238  0.6244   0.6497        6365.0
## 1119        0.58881988  11690.198  0.7450   0.8292        9500.0
## 1120        0.58881988  11690.198  0.8034   0.8820        9500.0
## 1121        0.58862876  19136.925  0.5670   0.6154        9500.0
## 1122        0.57983193  12037.407  0.8625   0.8750        7916.5
## 1123        0.41924279  16549.429  0.5933   0.7613       15042.0
## 1124        0.57771536  10981.504  0.7191   0.7753       25250.0
## 1125        0.32718036  39658.630  0.3438   0.4082       15161.0
## 1126        0.32718036  39658.630  0.4644   0.5340       15161.0
## 1127        0.53448276  13438.439  0.3932   0.2379       10250.0
## 1128        0.63679245  14452.634  0.7381   0.4286        9500.0
## 1129        0.44338336  26784.916  0.4081   0.5339        9347.0
## 1130        0.52367531  17679.941  0.7848   0.8582       18772.0
## 1131        0.38461538  20943.444  0.6009   0.6481       12500.0
## 1132        0.58110157  13829.325  0.7906   0.5681        9500.0
## 1133        0.38860972  22040.181  0.6833   0.8628       17567.0
## 1134        0.53993176  16576.060  0.4530   0.5868       29213.0
## 1135        0.69916075   9906.248  0.6932   0.3712        5600.0
## 1136        0.50000000  14241.824  0.8045   0.7594        8575.5
## 1137        0.62847608      0.000  0.9264   0.1871        6372.0
## 1138        0.52272727  24048.471  0.6116   0.6364        7000.0
## 1139        0.61442441   2575.684  0.9884   0.9768        9500.0
## 1140        0.51707317  12082.715  0.7745   0.7745       14144.0
## 1141        0.54545455  13420.303  0.7004   0.8165       32500.0
## 1142        0.47468354  11418.888  1.0000   1.0000        7500.0
## 1143        0.52062952  18063.486  0.6416   0.5063       18301.0
## 1144        0.47502117  16807.482  0.4784   0.9569        8107.0
## 1145        0.55755396  11892.944  0.8701   0.7295       26498.5
## 1146        0.53361892  13186.935  0.8610   0.8665       17886.5
## 1147        0.60518605   5006.630  0.9132   0.8483       25872.0
## 1148        0.59385327  14444.787  0.6516   0.7534        8105.0
## 1149        0.32584270  40410.240  0.3655   0.5761       31000.0
## 1150        0.57957958  26460.378  0.6587   0.8221       42452.5
## 1151        0.60560748  23007.027  0.7826   0.5368        9500.0
## 1152        0.57300885  16872.284  0.6495   0.7066       17508.0
## 1153        0.55304102  14841.280  0.7304   0.7111        4584.0
## 1154        0.46511628  23320.046  0.3189   0.1088        4500.0
## 1155        0.55655458  13977.151  0.7352   0.8272        9500.0
## 1156        0.53152090  18928.569  0.6876   0.6668       20223.5
## 1157        0.68493151  13043.457  0.7024   0.5510        8565.0
## 1158        0.53993176  16576.060  0.6902   0.7624       29213.0
## 1159        0.53993176  16576.060  0.5375   0.7129       29213.0
## 1160        0.50703804  31019.941  0.5683   0.8475       18834.0
## 1161        0.61725664  12360.306  0.5419   0.5644       22138.5
## 1162        0.51155624  16528.872  0.9646   0.9583       23292.0
## 1163        0.54304636  14213.020  0.4920   0.3957        7587.5
## 1164        0.58851675  14632.786  0.4472   0.5000        9500.0
## 1165        0.51704545  25032.567  0.3228   0.3919        6333.0
## 1166        0.59104478  12480.414  0.7509   0.8055       12500.0
## 1167        0.64539007  24458.655  0.0425   0.0461        9500.0
## 1168        0.65730337  19834.376  0.7305   0.7944        9500.0
## 1169        0.56103896  12894.000  0.6917   0.6417       12500.0
## 1170        0.43269231  17208.667  0.5863   0.7349       12500.0
## 1171        0.54089710  15530.409  0.6346   0.6442        6713.0
## 1172        0.49756888  15067.832  0.7870   0.6036        9500.0
## 1173        0.42726517  33145.597  0.4732   0.5081       17000.0
## 1174        0.53196931  14805.410  0.7806   0.9387       19759.0
## 1175        0.49612745  16074.637  0.6848   0.8607        9791.0
## 1176        0.52805755  27073.628  0.5099   0.6074       19194.0
## 1177        0.32432432  25956.712  0.4541   0.5408       12670.0
## 1178        0.63591757  11761.937  0.8962   0.5190       12508.0
## 1179        0.52367531  17679.941  0.6904   0.8435       18772.0
## 1180        0.52367531  17679.941  0.6925   0.8182       18772.0
## 1181        0.36649215  22174.420  0.8418   0.7405        4746.0
## 1182        0.55769231  32334.729  0.7022   0.9945        8498.0
## 1183        0.52367531  17679.941  0.7136   0.8406       18772.0
## 1184        0.57048093  18232.035  0.9828   0.9657       12000.0
## 1185        0.48969072  14136.933  0.8333   0.8030        6333.0
## 1186        0.56343284  10240.200  0.7018   0.5965        6510.0
## 1187        0.61788618  22061.203  0.5294   0.5241       12090.0
## 1188        0.56798623  10282.592  0.7972   0.8253        8091.0
## 1189        0.68965517  34771.920  0.6094   0.9375        9500.0
## 1190        0.55118110  31053.210  0.5990   0.8906       18075.0
## 1191        0.66060606  27909.964  0.6090   0.8947       15485.0
## 1192        0.47654042   8979.876  0.9481   0.1732        1750.0
## 1193        0.41886792  17955.405  0.7384   0.9785        9500.0
## 1194        0.56250000   5836.414  0.5231   0.6923        4592.5
## 1195        0.53993176  16576.060  0.5736   0.7011       29213.0
## 1196        0.63844622  10860.430  0.7000   0.4431        9500.0
## 1197        0.47654042   8979.876  0.9761   0.3705        1750.0
## 1198        0.47502117  16807.482  0.4768   0.9404        8107.0
## 1199        0.59084195  15600.475  0.8667   0.8926       10771.0
## 1200        0.53361892  13186.935  0.7930   0.8477       17886.5
## 1201        0.46643110  24496.964  0.3261   0.4420        7645.0
## 1202        0.66666667  16273.005  0.6353   0.5623        9982.0
## 1203        0.38983051  18975.458  0.7538   0.9067       12712.0
## 1204        0.47957839  17062.476  0.3748   0.2447        9298.0
## 1205        0.52815575  16010.849  0.4739   0.6446        9500.0
## 1206        0.37638712  38642.667  0.1344   0.1399       25250.0
## 1207        0.69916075   9906.248  0.6559   0.4014        5600.0
## 1208        0.44372990  20253.227  0.7397   0.8351       31408.0
## 1209        0.54298643  14039.953  0.9639   0.8795       20000.0
## 1210        0.52352941  19385.838  0.6470   0.6738       15179.0
## 1211        0.61267606  13972.963  0.7647   0.8529       16500.0
## 1212        0.53673835  18468.820  0.4752   0.7410       26583.0
## 1213        0.48703170  15652.148  0.6038   0.6132       11183.0
## 1214        0.68493151  13043.457  0.6548   0.5742        8565.0
## 1215        0.50802139  17712.606  0.5889   0.9111        8071.5
## 1216        0.52367531  17679.941  0.7411   0.8688       18772.0
## 1217        0.55937500  10972.648  0.7105   0.6768        9500.0
## 1218        0.56939502  27859.737  0.2120   0.2034        5800.0
## 1219        0.57594937  13742.284  0.9297   1.0000       14166.5
## 1220        0.51060516  22412.463  0.7020   0.8136       39007.5
## 1221        0.48791209  22196.702  0.5411   0.5921       12296.0
## 1222        0.67039106  19562.366  0.4580   0.2119        6280.0
## 1223        0.52367531  17679.941  0.7082   0.8192       18772.0
## 1224        0.50567939  20438.010  0.5366   0.6421        8708.0
## 1225        0.56408952  11965.970  0.8365   0.6108        9500.0
## 1226        0.60625000  10183.958  0.7204   0.5645       16500.0
## 1227        0.57754658  15490.904  0.5844   0.6336        9065.5
## 1228        0.52367531  17679.941  0.6818   0.8229       18772.0
## 1229        0.52367531  17679.941  0.7432   0.8962       18772.0
## 1230        0.50437318  14174.977  0.5853   0.6421        9918.0
## 1231        0.53993176  16576.060  0.3632   0.5324       29213.0
## 1232        0.53993176  16576.060  0.7415   0.7615       29213.0
## 1233        0.50390625  19876.598  0.6625   0.6958        5994.0
## 1234        0.54987080  11017.917  0.4888   0.4760       23125.0
## 1235        0.55219415   8248.321  0.3847   0.3479       22319.5
## 1236        0.49612745  16074.637  0.5110   0.6696        9791.0
## 1237        0.59375000  16547.359  0.6078   0.6231        4596.0
## 1238        0.50342466  23957.853  0.4840   0.6702       13715.0
## 1239        0.26477078  74015.720  0.2385   0.4732       20766.0
## 1240        0.26477078  74015.720  0.3012   0.3608       20766.0
## 1241        0.52367531  17679.941  0.7560   0.8283       18772.0
## 1242        0.54987080  11017.917  0.1729   0.1755       23125.0
## 1243        0.52367531  17679.941  0.6913   0.8646       18772.0
## 1244        0.57070707  16222.155  0.7807   0.7759        9000.0
## 1245        0.58003234  11956.502  0.7067   0.5912        9500.0
## 1246        0.61011956  15222.725  0.6540   0.7622       17264.0
## 1247        0.55930233  15984.213  0.6254   0.7183       10109.0
## 1248        0.63228492  11323.809  0.7275   0.6409        9500.0
## 1249        0.55086372  10627.887  0.8030   0.6840        9500.0
## 1250        0.58345324  14255.411  0.7360   0.6362        9498.0
## 1251        0.51060516  22412.463  0.6510   0.8050       39007.5
## 1252        0.53993176  16576.060  0.6823   0.7758       29213.0
## 1253        0.54213037  16834.073  0.8520   0.9275       19000.0
## 1254        0.52369668  15143.698  0.7140   0.6511        8579.5
## 1255        0.56714060  14513.020  0.4368   0.4447        9500.0
## 1256        0.51117318  16805.008  0.8018   0.9168       28334.0
## 1257        0.54166667  16063.574  0.9091   0.9697        6770.0
## 1258        0.54686328  13793.389  0.8681   0.8795       37540.0
## 1259        0.54089710  15530.409  0.6941   0.6824        6713.0
## 1260        0.63875124  14129.174  0.7324   0.6328        9482.0
## 1261        0.38805970  23464.092  0.5673   0.8185       27722.0
## 1262        0.54298643  14039.953  0.7969   0.8203       20000.0
## 1263        0.46514637  27788.285  0.2973   0.1422       18500.0
## 1264        0.53993176  16576.060  0.5214   0.6448       29213.0
## 1265        0.51060516  22412.463  0.4895   0.6557       39007.5
## 1266        0.52231043  14604.324  0.8045   0.8730       30992.0
## 1267        0.55219415   8248.321  0.2073   0.2218       22319.5
## 1268        0.57077303  16119.419  0.6200   0.6232        9916.0
## 1269        0.50826446  24907.568  0.6142   0.8123       10751.0
## 1270        0.50356506  24910.988  0.5997   0.7992       19612.0
## 1271        0.54716981   9904.729  0.9943   0.7732        6595.0
## 1272        0.57594937  24615.177  0.6471   0.8319        6861.0
## 1273        0.43269231  17416.276  0.6465   0.8586        7863.0
## 1274        0.51459854  24230.760  0.5349   0.7558       12627.0
## 1275        0.52367531  17679.941  0.5620   0.7900       18772.0
## 1276        0.57359413  15899.885  0.7393   0.7079       10119.0
## 1277        0.57359413  15899.885  0.8480   0.7947       10119.0
## 1278        0.53993176  16576.060  0.7076   0.7937       29213.0
## 1279        0.53993176  16576.060  0.6283   0.7404       29213.0
## 1280        0.46310285  23214.998  0.4200   0.5509       10556.0
## 1281        0.50304878  14631.603  0.7831   0.8072       35000.0
## 1282        0.52725564  15552.532  0.7931   0.8697       34484.5
## 1283        0.39182156  27780.389  0.5156   0.7746       29500.0
## 1284        0.55154505  16520.350  0.4189   0.4513        9500.0
## 1285        0.54826216  28260.823  0.5384   0.7361       17949.5
## 1286        0.52231043  14604.324  0.7385   0.9061       30992.0
## 1287        0.57082452  13721.857  0.9862   0.9945       12125.0
## 1288        0.53571429   4365.210  0.4828   0.4751       13500.0
## 1289        0.53993176  16576.060  0.6778   0.7495       29213.0
## 1290        0.52367531  17679.941  0.7594   0.8475       18772.0
## 1291        0.57082452  13721.857  0.9894   0.9929       12125.0
## 1292        0.46310285  23214.998  0.3129   0.5136       10556.0
## 1293        0.56079607  13276.551  0.8548   0.8896       19852.0
## 1294        0.52002590  17006.545  0.3005   0.3398       32639.0
## 1295        0.55088496   9483.251  0.6834   0.4933        9317.0
## 1296        0.53993176  16576.060  0.7661   0.7476       29213.0
## 1297        0.50967937  14922.801  0.6641   0.5111        9500.0
## 1298        0.51060516  22412.463  0.6409   0.8227       39007.5
## 1299        0.56328321  12830.149  0.7539   0.5798        9500.0
## 1300        0.53152090  18928.569  0.7220   0.7523       20223.5
## 1301        0.66505190  14132.762  0.7798   0.7180        7521.0
## 1302        0.62288786  13129.690  0.5097   0.5548       21693.5
## 1303        0.52623421  14933.859  0.7128   0.8371       17800.0
## 1304        0.55284553  12730.414  0.9211   0.7039        9500.0
## 1305        0.52182815  17763.014  0.7121   0.9130       28250.0
## 1306        0.58110157  13829.325  0.7701   0.6023        9500.0
## 1307        0.51173226  13603.238  0.6696   0.7739       14144.0
## 1308        0.52725564  15552.532  0.8432   0.8534       34484.5
## 1309        0.63875124  14129.174  0.7376   0.6091        9482.0
## 1310        0.56809339  16387.473  0.9093   0.9789        8005.0
## 1311        0.50469684  10907.521  0.6791   0.5574        9500.0
## 1312        0.54035201  17222.638  0.7500   0.4366       26048.0
## 1313        0.60631475  12656.790  0.6572   0.5792        9500.0
## 1314        0.44155844  11322.557  0.7801   0.6667       13597.0
## 1315        0.53333333  20804.313  0.7260   0.7534        9900.0
## 1316        0.55219415   8248.321  0.3777   0.2539       22319.5
## 1317        0.43203884  22796.155  0.3136   0.4136        6333.0
## 1318        0.36059480  45553.645  0.5723   0.9075       26666.0
## 1319        0.33461270  51452.089  0.5045   0.9042       26740.5
## 1320        0.53993176  16576.060  0.6560   0.6901       29213.0
## 1321        0.48565121  14600.333  0.5321   0.4771        8892.0
## 1322        0.39182156  27780.389  0.6582   0.8113       29500.0
## 1323        0.39182156  27780.389  0.4704   0.6974       29500.0
## 1324        0.42313006  24035.168  0.6782   0.8474       27000.0
## 1325        0.53993176  16576.060  0.8056   0.9722       29213.0
## 1326        0.53993176  16576.060  0.5455   0.6667       29213.0
## 1327        0.53993176  16576.060  0.5978   0.6778       29213.0
## 1328        0.52805755  27073.628  0.4308   0.6000       19194.0
## 1329        0.68391867  12755.620  0.8565   0.8698       24254.0
## 1330        0.52367531  17679.941  0.7305   0.8287       18772.0
## 1331        0.52367531  17679.941  0.7325   0.8024       18772.0
## 1332        0.52367531  17679.941  0.8393   0.9154       18772.0
## 1333        0.57657658  19542.359  0.7610   0.7564       11149.0
## 1334        0.50902527  17345.080  0.7443   0.7123       16000.0
## 1335        0.57679690   9402.643  0.7053   0.6083        9500.0
## 1336        0.50967937  14922.801  0.7969   0.6544        9500.0
## 1337        0.49612745  16074.637  0.6465   0.6465        9791.0
## 1338        0.51173226  13603.238  0.6636   0.7834       14144.0
## 1339        0.51173226  13603.238  0.7365   0.7230       14144.0
## 1340        0.52361809  15172.148  0.5964   0.5196        9676.0
## 1341        0.48824593  16528.780  0.7506   0.8741       16725.0
## 1342        0.59385327  14444.787  0.7341   0.7450        8105.0
## 1343        0.56690141  19043.422  0.5867   0.7627        7933.0
## 1344        0.48824593  16528.780  0.6576   0.9183       16725.0
## 1345        0.53993176  16576.060  0.5041   0.7548       29213.0
## 1346        0.44995795  33815.166  0.6555   0.7563       26000.0
## 1347        0.52367531  17679.941  0.5751   0.8388       18772.0
## 1348        0.52367531  17679.941  0.7803   0.8658       18772.0
## 1349        0.52367531  17679.941  0.7111   0.8333       18772.0
## 1350        0.55791789  14747.509  0.6462   0.8655       20000.0
## 1351        0.53993176  16576.060  0.5294   0.6765       29213.0
## 1352        0.53993176  16576.060  0.4956   0.5841       29213.0
## 1353        0.61401952  10758.678  0.9968   0.9968        7900.0
## 1354        0.51173226  13603.238  0.7317   0.8293       14144.0
## 1355        0.51173226  13603.238  0.8405   0.8621       14144.0
## 1356        0.51173226  13603.238  0.7413   0.8109       14144.0
## 1357        0.51173226  13603.238  0.6486   0.7207       14144.0
## 1358        0.61725664  12360.306  0.9811   1.0000       22138.5
## 1359        0.51565378  16923.388  0.6623   0.7749       26417.0
## 1360        0.42245989  39100.568  0.3437   0.5583       25000.0
## 1361        0.46310285  23214.998  0.3067   0.5335       10556.0
## 1362        0.46310285  23214.998  0.3171   0.5514       10556.0
## 1363        0.45196507  24737.988  0.2939   0.5431       12086.5
## 1364        0.66604478  11361.462  0.8696   0.9826        9500.0
## 1365        0.56437934  15127.893  0.5436   0.6525       10796.0
## 1366        0.56437934  15127.893  0.7373   0.7255       10796.0
## 1367        0.63541263  10011.397  0.6326   0.9952        7559.0
## 1368        0.52367531  17679.941  0.7239   0.7799       18772.0
## 1369        0.52367531  17679.941  0.8112   0.8026       18772.0
## 1370        0.52367531  17679.941  0.7664   0.8504       18772.0
## 1371        0.52367531  17679.941  0.7521   0.9021       18772.0
## 1372        0.49086162  16495.588  0.6863   0.7196       10500.0
## 1373        0.53993176  16576.060  0.7443   0.7424       29213.0
## 1374        0.53993176  16576.060  0.5449   0.6527       29213.0
## 1375        0.49612745  16074.637  0.6890   0.7442        9791.0
## 1376        0.49612745  16074.637  0.8133   0.7533        9791.0
## 1377        0.48250460  15166.879  0.6941   0.6784       15463.0
## 1378        0.57082452  13721.857  0.7897   0.8373       12125.0
## 1379        0.50636381  15613.646  0.5870   0.6232       12125.0
## 1380        0.57077303  16119.419  0.6164   0.6572        9916.0
## 1381        0.51173226  13603.238  0.7314   0.8514       14144.0
## 1382        0.51173226  13603.238  0.7849   0.7957       14144.0
## 1383        0.50281074      0.000  0.9732   0.0524        2500.0
## 1384        0.54374276  13711.934  0.6679   0.9251       23036.0
## 1385        0.42313006  24035.168  0.6251   0.8920       27000.0
## 1386        0.49612745  16074.637  0.6458   0.8850        9791.0
## 1387        0.58110157  13829.325  0.7260   0.6192        9500.0
## 1388        0.58847433  13493.434  0.8238   0.7452       13000.0
## 1389        0.52367531  17679.941  0.7315   0.8872       18772.0
## 1390        0.52367531  17679.941  0.6436   0.8143       18772.0
## 1391        0.47691039  16946.607  0.4890   0.7116       12228.0
## 1392        0.56503728  15509.857  0.6576   0.7065        9500.0
## 1393        0.53361892  13186.935  0.8924   0.8251       17886.5
## 1394        0.56714060  14513.020  0.4606   0.5242        9500.0
## 1395        0.60841424  10522.268  0.6315   0.5510        9500.0
## 1396        0.61897041  11730.782  0.9097   0.7401       24389.0
## 1397        0.55755396  11892.944  0.8284   0.6912       26498.5
## 1398        0.43646409  14614.744  0.5505   0.7339       10821.0
## 1399        0.65527344  13146.599  0.8557   0.8866       12579.5
## 1400        0.51060516  22412.463  0.6393   0.8770       39007.5
## 1401        0.47207365  54289.254  0.4897   0.9100       25000.0
## 1402        0.47207365  54289.254  0.4877   0.8744       25000.0
## 1403        0.51173226  13603.238  0.7615   0.8308       14144.0
## 1404        0.51173226  13603.238  0.8120   0.8248       14144.0
## 1405        0.51173226  13603.238  0.7468   0.8038       14144.0
## 1406        0.51173226  13603.238  0.6383   0.7234       14144.0
## 1407        0.51173226  13603.238  0.6071   0.7768       14144.0
## 1408        0.56076854  13036.935  0.4038   0.3953       14350.0
## 1409        0.53361892  13186.935  0.9024   0.8546       17886.5
## 1410        0.60178777  12627.314  0.8636   0.8727        8456.0
## 1411        0.61725664  12360.306  0.6667   0.7813       22138.5
## 1412        0.38805970  23464.092  0.4939   0.8122       27722.0
## 1413        0.55791789  14747.509  0.8201   0.9424       20000.0
## 1414        0.44155844  11322.557  0.7200   0.6756       13597.0
## 1415        0.59650708  14447.206  0.6772   0.6772       19834.0
## 1416        0.56113724  14036.265  0.8959   0.9048       18808.5
## 1417        0.57077303  16119.419  0.6903   0.7642        9916.0
## 1418        0.42721519  26068.979  0.3684   0.5702       13094.0
## 1419        0.54579323  18086.927  0.6777   0.7171       13411.0
## 1420        0.58482549  17682.048  0.7636   0.9171       20000.0
## 1421        0.52367531  17679.941  0.8046   0.8807       18772.0
## 1422        0.52367531  17679.941  0.7090   0.8896       18772.0
## 1423        0.52367531  17679.941  0.8086   0.8158       18772.0
## 1424        0.56269758  15896.818  0.7849   0.7961       16004.0
## 1425        0.19425779  20470.618  0.6184   0.7632       14583.0
## 1426        0.52002590  17006.545  0.2931   0.3793       32639.0
## 1427        0.51173226  13603.238  0.7222   0.7889       14144.0
## 1428        0.51173226  13603.238  0.8125   0.7969       14144.0
## 1429        0.39182156  27780.389  0.6615   0.8496       29500.0
## 1430        0.52623421  14933.859  0.9307   0.8661       17800.0
## 1431        0.53381643  20295.211  0.3353   0.5260       16500.0
## 1432        0.48885350  22790.880  0.7753   0.8876       24373.0
## 1433        0.70713202  13678.090  0.8197   0.7655        9500.0
## 1434        0.66306695  14088.950  0.7110   0.7172       10190.0
## 1435        0.61401952  10758.678  0.9737   1.0000        7900.0
## 1436        0.61897041  11730.782  0.8710   0.5887       24389.0
## 1437        0.52062952  18063.486  0.8766   0.6396       18301.0
## 1438        0.55154505  16520.350  0.4767   0.6667        9500.0
## 1439        0.57082452  13721.857  0.9471   0.9471       12125.0
## 1440        0.60977948  14793.219  0.7075   0.5612        9500.0
## 1441        0.51173226  13603.238  0.6532   0.7419       14144.0
## 1442        0.51173226  13603.238  0.7833   0.8500       14144.0
## 1443        0.66888593      0.000  0.9968   1.0000        9500.0
## 1444        0.48472615   6765.773  0.9600   0.6375        5500.0
## 1445        0.52815575  16010.849  0.7224   0.7976        9500.0
## 1446        0.52815575  16010.849  0.7588   0.8862        9500.0
## 1447        0.58222915  15152.149  0.6882   0.6628        9259.0
## 1448        0.48885350  22790.880  0.6351   0.8526       24373.0
## 1449        0.48885350  22790.880  0.7029   0.8529       24373.0
## 1450        0.61920530  10061.940  0.8720   0.7360       12145.0
## 1451        0.49157303  14399.790  0.5221   0.6504        8172.5
## 1452        0.44827586  15431.496  0.8094   0.8035       13600.0
## 1453        0.52002590  17006.545  0.3555   0.3854       32639.0
## 1454        0.41044776  24091.265  0.6416   0.7902       29667.0
## 1455        0.55753968  15293.637  0.6395   0.6337       10973.0
## 1456        0.48250460  15166.879  0.7273   0.7462       15463.0
## 1457        0.43646409  14614.744  0.8720   0.6960       10821.0
## 1458        0.51565378  16923.388  0.6905   0.8484       26417.0
## 1459        0.51565378  16923.388  0.6949   0.6034       26417.0
## 1460        0.52367531  17679.941  0.7673   0.9003       18772.0
## 1461        0.52367531  17679.941  0.7116   0.7907       18772.0
## 1462        0.52367531  17679.941  0.7061   0.8280       18772.0
## 1463        0.52367531  17679.941  0.7730   0.8224       18772.0
## 1464        0.52367531  17679.941  0.6730   0.7866       18772.0
## 1465        0.52062952  18063.486  0.6291   0.4659       18301.0
## 1466        0.68493151  13043.457  0.7093   0.5509        8565.0
## 1467        0.52623421  14933.859  0.8385   0.8239       17800.0
## 1468        0.56503728  15509.857  0.7866   0.7406        9500.0
## 1469        0.57711864  14935.800  0.8157   0.6912        9500.0
## 1470        0.41886792  17955.405  0.7080   0.8673        9500.0
## 1471        0.51135702  20078.150  0.6037   0.6743        9500.0
## 1472        0.61725664  12360.306  0.8397   0.8397       22138.5
## 1473        0.56076854  13036.935  0.4053   0.3977       14350.0
## 1474        0.57796976  13244.941  0.7007   0.6746        9500.0
## 1475        0.59385327  14444.787  0.3902   0.5122        8105.0
## 1476        0.53361892  13186.935  0.9258   0.9591       17886.5
## 1477        0.53361892  13186.935  0.9207   0.9736       17886.5
## 1478        0.47207365  54289.254  0.4247   0.9132       25000.0
## 1479        0.62135922  10302.700  0.9096   0.9753        9500.0
## 1480        0.63792010   9451.071  0.8980   0.8163       15418.0
## 1481        0.52367531  17679.941  0.9180   0.8361       18772.0
## 1482        0.53993176  16576.060  0.8036   0.8214       29213.0
## 1483        0.52231043  14604.324  0.7629   0.7113       30992.0
## 1484        0.48885350  22790.880  0.6553   0.8712       24373.0
## 1485        0.47207365  54289.254  0.5575   0.8407       25000.0
## 1486        0.56269758  15896.818  0.5899   0.5899       16004.0
## 1487        0.51173226  13603.238  0.8676   0.8676       14144.0
## 1488        0.51173226  13603.238  0.8163   0.8844       14144.0
## 1489        0.60966736  14576.606  0.9247   0.8614        9500.0
## 1490        0.58486563  15267.650  0.6630   0.8696       24709.0
## 1491        0.56744186   7204.110  1.0000   0.6637        6336.0
## 1492        0.54579323  18086.927  0.7157   0.8027       13411.0
## 1493        0.47551656  18386.926  0.6424   0.9763        8607.0
## 1494        0.47551656  18386.926  0.5077   0.9365        8607.0
## 1495        0.58271865  13544.190  0.7799   0.8426        9500.0
## 1496        0.52623421  14933.859  0.9156   0.8750       17800.0
## 1497        0.52367531  17679.941  0.7901   0.7469       18772.0
## 1498        0.52367531  17679.941  0.6338   0.7324       18772.0
## 1499        0.48342246  22173.876  0.9659   0.7610       11568.0
## 1500        0.51391162  20595.514  0.7449   0.5408        7481.0
## 1501        0.53993176  16576.060  0.7630   0.7983       29213.0
## 1502        0.50028918  17660.840  0.9247   0.9570       17161.5
## 1503        0.61011956  15222.725  0.8624   0.9266       17264.0
## 1504        0.53370562  14186.944  0.5597   0.5975        9500.0
## 1505        0.59427099  16349.125  0.9281   0.9880       19180.0
## 1506        0.56503728  15509.857  0.7500   0.9167        9500.0
## 1507        0.47551656  18386.926  0.7797   0.8983        8607.0
## 1508        0.37214612  20856.165  0.6517   0.7978        7917.0
## 1509        0.55384615  11451.068  0.2300   0.2300       20000.0
## 1510        0.64155844  14147.803  0.8361   0.8852        9500.0
##      WDRAW_DEBT_MDN APPL_SCH_PCT_GE2 MD_EARN_WNE_P6 MD_EARN_WNE_P10
## 1            8650.0       0.49886750          33300           39700
## 2            9500.0       0.67954220          20300           26600
## 3           11500.0       0.39981785          36400           45700
## 4            8750.0       0.71323529          26600           44200
## 5            8250.0       0.59331742          29100           37200
## 6            6874.5       0.61761006          29900           36500
## 7            8608.0       0.50024716          26000           34600
## 8            5500.0       0.53982301          31200           44500
## 9           13375.0       0.62356322          22300           33900
## 10           9000.0       0.61129568          36300           45800
## 11          11500.0       0.79796265          34600           42800
## 12          13526.5       0.76862124          19800           25700
## 13           9500.0       0.51017300          29300           35600
## 14           6500.0       0.31618475          30600           36200
## 15           6250.0       0.51744186          36800           47000
## 16           3742.0       0.40658645          22500           28600
## 17          10302.0       0.43290323          21200           25700
## 18           5062.0       0.11840355          27400           30800
## 19           4260.0       0.35444854          23300           25100
## 20           4750.0       0.33452893          17900           22200
## 21          14486.0       0.36224490          22000           27200
## 22           4867.0       0.37672456          27700           27400
## 23           3500.0       0.29736706          21600           28600
## 24           6963.0       0.34905660          16000           17800
## 25           6963.0       0.34905660          16000           17800
## 26           4379.0       0.35860839          16300           19600
## 27           5500.0       0.49028278          35500           44500
## 28           3750.0       0.43107769          15600           22200
## 29           6334.0       0.29703190          29300           38800
## 30           5750.0       0.22218395          20800           26900
## 31           8250.0       0.56684219          32000           39100
## 32           5500.0       0.54478291          25900           32200
## 33           3745.0       0.36971707          25000           28200
## 34           4000.0       0.58256910          31500           35900
## 35           4750.0       0.47549909          28800           50100
## 36           9500.0       0.66254826          15300           22000
## 37           5500.0       0.42350129          27500           33800
## 38           5250.0       0.52423469          40300           43200
## 39           6000.0       0.30522876          21100           24600
## 40           6200.0       0.50319489          27700           37400
## 41           3750.0       0.41003672          24100           26100
## 42           2250.0       0.40765550          21400           22200
## 43           5500.0       0.59269663          25600           32200
## 44           3958.0       0.39435285          25100           29500
## 45           4750.0       0.40219780          22800           22200
## 46           5712.0       0.33434076          20700           27000
## 47           4750.0       0.27113402          19600           23500
## 48           3902.5       0.21613833          13600           18000
## 49          15241.0       0.61660344          37400           50000
## 50           5362.5       0.37432875          22000           29300
## 51           9500.0       0.35294118          23400           28800
## 52           3320.0       0.21682848          34900           39500
## 53           5140.0       0.35467083          22800           32500
## 54          10000.0       0.65217391          26100           33300
## 55           9500.0       0.67970084          34800           46100
## 56           8333.0       0.87223186          36000           54500
## 57           6802.0       0.37595129          28600           46300
## 58           4408.0       0.32006369          28400           34000
## 59          11000.0       0.55936073          65500           79400
## 60           5500.0       0.45766222          25800           33800
## 61          12000.0       0.84117906          41100           50100
## 62          11000.0       0.65699208          31400           42500
## 63           5005.0       0.53743416          22500           28100
## 64           5500.0       0.50491803          33900           52700
## 65           9167.0       0.61083744          24700           30600
## 66           4000.0       0.51812844          21400           30200
## 67           1750.0       0.29685535          14800           15700
## 68          11000.0       0.76912929          41200           51700
## 69           3540.0       0.36275862          17600           14000
## 70           5500.0       0.37398594          29400           35400
## 71           5500.0       0.37398594          29400           35400
## 72           3500.0       0.38733023          19100           25900
## 73          12187.0       0.60248447          29800           38200
## 74           4697.0       0.56666667          23900           32100
## 75           6334.0       0.29703190          29300           38800
## 76           6334.0       0.29703190          29300           38800
## 77           7873.0       0.40333333          24200           29000
## 78           5736.0       0.53900536          32500           37000
## 79           3500.0       0.52424817          24600           30800
## 80           5559.0       0.50769231          23800           31600
## 81           4500.0       0.52294085          19400           25600
## 82           4744.0       0.59243212          23100           28300
## 83          11000.0       0.82216867          42700           54100
## 84           3668.0       0.45712836          17500           24500
## 85           4414.5       0.36665017          21800           30800
## 86           7000.0       0.40942408          23400           31700
## 87           9000.0       0.79282219          27300           36200
## 88           9500.0       0.80474934          32000           46400
## 89           4780.0       0.45479911          24100           32900
## 90           4750.0       0.45483223          25900           36200
## 91           9500.0       0.73169192          47300           50500
## 92           4750.0       0.35830091          24000           28800
## 93           4629.5       0.40938166          17500           23100
## 94           4750.0       0.36775956          20800           26300
## 95           9375.0       0.47024199          46800           56200
## 96           2070.5       0.41880342          19200           18500
## 97           3246.5       0.39175258          22100           27000
## 98           5500.0       0.48097203          29400           39900
## 99           4060.5       0.38839590          23900           26400
## 100         14750.0       0.80707965          48900           68200
## 101         10264.0       0.80454177          47000           59200
## 102         11951.5       0.35869565          26900           32200
## 103          8625.0       0.68874701          39600           48300
## 104          3500.0       0.53236373          23000           29900
## 105          3500.0       0.55726774          20700           26600
## 106          5945.5       0.41768416          20100           25300
## 107          3500.0       0.68064616          26200           34400
## 108          8750.0       0.41056911          23600           26300
## 109          4500.0       0.47257816          27600           37000
## 110          6334.0       0.50403078          22200           29700
## 111          4750.0       0.21815369          31500           39100
## 112          4982.5       0.31108881          20300           25200
## 113          6043.0       0.44476744          22400           24400
## 114          4500.0       0.48348348          30000           38700
## 115          3751.0       0.30123457          20300           31000
## 116          3500.0       0.46436394          21900           31200
## 117         12219.0       0.82379459          53700           67700
## 118         12000.0       0.81751825          29900           46800
## 119          9500.0       0.87185629          31100           44000
## 120          6334.0       0.30541012          26100           30400
## 121          7500.0       0.58453420          41500           57400
## 122          5500.0       0.55485690          31600           40600
## 123          4750.0       0.22485207          41100           43300
## 124          4500.5       0.36320506          24700           28400
## 125          5500.0       0.46254682          29800           34700
## 126          6831.0       0.44230769          16100           22400
## 127          4750.0       0.47082793          27500           32800
## 128          5653.0       0.50882647          24200           28900
## 129          4750.0       0.21506442          28100           36400
## 130          8063.5       0.38537876          26300           34700
## 131          5500.0       0.53450051          25800           34000
## 132          4750.0       0.31050228          16700           18000
## 133          5500.5       0.43897638          23200           26500
## 134          5000.0       0.34151119          24700           29800
## 135         15250.0       0.53264833          46800           50500
## 136          6000.0       0.47872340          22700           28300
## 137          5500.0       0.24220623          25200           31800
## 138          4500.0       0.36898839          21300           24900
## 139          7417.0       0.38288288          19600           20400
## 140          9500.0       0.49092971          42400           52100
## 141          3750.0       0.26923077          23600           19000
## 142          3500.0       0.40310078          21200           30900
## 143          8250.0       0.60506772          35400           44300
## 144          3187.0       0.17274168          27900           29300
## 145          5600.0       0.78935447          33800           46100
## 146          3500.0       0.38718861          24900           30000
## 147          3097.5       0.27461859          19200           18500
## 148          6225.0       0.70310881          43100           53900
## 149         10500.0       0.64705882          39500           49500
## 150          7382.0       0.45546559          53000           61800
## 151          9000.0       0.67272727          33600           40700
## 152          7190.0       0.55327869          60100           74200
## 153          2900.0       0.35768645          24800           28800
## 154          3500.0       0.47817048          24300           30700
## 155          9500.0       0.75339806          25900           33600
## 156          8112.5       0.72467532          31600           41600
## 157          6285.5       0.47354613          35000           42000
## 158          5944.0       0.80197368          44200           53900
## 159          9500.0       0.66917293          22100           32800
## 160         11000.0       0.71587357          49500           65400
## 161          7917.0       0.70220868          27700           40700
## 162          5916.5       0.18247588          29600           31800
## 163          5500.0       0.60472973          31100           37700
## 164          6334.0       0.41100917          18100           21200
## 165          8250.0       0.59498208          24300           26300
## 166          3300.0       0.39852399          22900           28700
## 167          9500.0       0.60370370          27000           36900
## 168         11000.0       0.72362257          25900           35400
## 169          4500.0       0.37330623          26400           31300
## 170          5500.0       0.51035255          31500           36900
## 171          4439.0       0.30234957          18600           30100
## 172          7000.0       0.62750218          32900           38500
## 173          6334.0       0.38235294          21000           30700
## 174          4285.0       0.53436426          19300           27300
## 175          3500.0       0.33666667          24000           28800
## 176          7667.0       0.54792681          23000           27900
## 177          4750.0       0.34118756          21200           22400
## 178          3500.0       0.44361649          23700           28300
## 179          4750.0       0.35249042          16200           18800
## 180          9500.0       0.40863787          35600           39400
## 181          4750.0       0.33577982          14200           16500
## 182          4859.0       0.40535117          17700           24700
## 183          9500.0       0.62645311          39900           45200
## 184          3500.0       0.30642268          22500           29600
## 185          4308.0       0.49721534          18400           23900
## 186          4000.0       0.33665670          23000           28800
## 187          3750.0       0.42531216          25000           31100
## 188          7125.0       0.52695910          35700           42100
## 189          5500.0       0.45303676          25700           33400
## 190         11500.0       0.73903819          33100           41600
## 191          5750.0       0.70715206          36100           43900
## 192          5500.0       0.60465116          21700           28100
## 193          5500.0       0.49043062          25400           32000
## 194          8750.0       0.79347826          23800           38800
## 195          5500.0       0.58815454          24400           30400
## 196          3366.0       0.38167939          15600           17300
## 197         12000.0       0.46956522          21400           27900
## 198          4686.0       0.43708609          23100           28500
## 199          9500.0       0.63187588          30500           37000
## 200          9500.0       0.43133747          32400           47000
## 201          5500.0       0.64550725          23700           30000
## 202          4500.0       0.49543815          25300           32800
## 203          3166.0       0.37500000          23700           26600
## 204          4500.0       0.44485981          21100           24900
## 205          3500.0       0.42953857          26300           33400
## 206          6916.0       0.43280632          31100           34200
## 207         15750.0       0.83496007          29300           41600
## 208          5625.0       0.43062967          33200           40900
## 209          9500.0       0.78221416          18100           26500
## 210          5500.0       0.33458647          58400           54200
## 211          9500.0       0.75226586          21200           29600
## 212          8985.5       0.27053140          54800           74800
## 213          5500.0       0.53284672          21300           24900
## 214          7500.0       0.56684588          30400           37100
## 215          5500.0       0.55000000          25400           36600
## 216          6227.5       0.30378439          25600           35000
## 217          5250.0       0.57683983          36100           42400
## 218          4750.0       0.22821577          18100           21200
## 219          5250.0       0.48055988          21700           30100
## 220          8250.0       0.75776398          28500           38000
## 221         10000.0       0.60455764          30100           35900
## 222          6422.5       0.45193418          24200           26900
## 223          9019.5       0.64694471          24500           31900
## 224          7000.0       0.75300172          35600           47900
## 225          3750.0       0.42361111          15400           16800
## 226          5500.0       0.56783920          25700           37100
## 227          4750.0       0.47058824          17000           18900
## 228          2610.0       0.32627119          22300           27900
## 229          9500.0       0.74805379          25100           33000
## 230          3500.0       0.72453158          19300           25000
## 231          3166.0       0.40026247          27900           37100
## 232          3750.0       0.42361111          15400           16800
## 233          7260.0       0.70506481          38800           50300
## 234          9500.0       0.43133747          32400           47000
## 235          4750.0       0.35943061          19400           21200
## 236          4750.0       0.44465753          28000           34400
## 237         11000.0       0.53670034          31700           39900
## 238          3500.0       0.39098266          27300           31300
## 239          3016.0       0.33663366          22200           35900
## 240         13448.0       0.60656475          36600           51000
## 241          8750.0       0.83421053          38300           54400
## 242          9500.0       0.76559140          52400           69300
## 243          5736.0       0.53900536          32500           37000
## 244         10302.0       0.43290323          21200           25700
## 245          3785.0       0.32427695          22300           27600
## 246          3500.0       0.37418238          25200           30800
## 247          2238.5       0.34649123          23300           27900
## 248          4214.0       0.37033898          21900           28100
## 249          8750.0       0.76151887          38700           50700
## 250          9500.0       0.48192771          24100           29300
## 251          9365.0       0.48039216          25800           26900
## 252          9000.0       0.76319350          31300           39500
## 253          9500.0       0.47865014          38900           42100
## 254          9500.0       0.59573498          34600           43800
## 255          3700.0       0.37068966          15400           19300
## 256          3500.0       0.44037657          24300           29600
## 257          4215.0       0.61084964          20600           28600
## 258          7500.0       0.65758755          31100           38300
## 259          9500.0       0.40275651          20400           22600
## 260          8750.0       0.71712159          32500           42600
## 261          5119.5       0.40588235          15400           14000
## 262          4157.0       0.51569507          15900           20800
## 263          3500.0       0.54911467          25500           31200
## 264          7472.0       0.56640492          32000           41100
## 265          7051.0       0.66542056          35900           38900
## 266         15810.0       0.56000000          25700           26300
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## 420          8500.0       0.55706522          32400           39400
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## 443          4131.0       0.34615385          20100           24600
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## 445          5500.0       0.38375350          30600           36800
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## 449          6306.0       0.31861629          31000           35200
## 450          5500.0       0.31574468          29600           33400
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## 453          8750.0       0.49262537          24400           33900
## 454          6756.0       0.43054702          31700           36500
## 455          6009.5       0.39790576          24900           31700
## 456          5500.0       0.41260489          31200           37200
## 457          8400.0       0.48494711          31000           35000
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## 460          5500.0       0.32898752          32300           35900
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## 462          8750.0       0.55270394          33000           41600
## 463          9818.0       0.42797784          27600           31000
## 464         10750.0       0.46162791          42600           50000
## 465          8250.0       0.61061285          42000           56200
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## 468          5500.0       0.38183150          29900           35100
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## 473          9500.0       0.56806616          28400           33600
## 474          7500.0       0.60438871          31900           37600
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## 477          9250.0       0.41981132          22300           29100
## 478          9500.0       0.60068847          37900           41400
## 479          6500.0       0.59757282          29600           33700
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## 481          4204.0       0.41463415          13500           15000
## 482          3878.0       0.36414566          19100           30900
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## 485          4750.0       0.32538529          23400           30000
## 486          5500.0       0.30623819          36300           37500
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## 488          5500.0       0.33814171          20800           26100
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## 493          3253.5       0.35294118          15700           18000
## 494          4750.0       0.35869565          31600           31200
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## 496          5850.0       0.27230266          38400           46200
## 497          5500.0       0.52631579          27100           25000
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## 502          6500.0       0.46904315          29700           34500
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## 504          4500.0       0.46153846          24300           30600
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## 506          9500.0       0.54624782          25800           30700
## 507          5500.0       0.42721519          26000           30100
## 508          7173.5       0.36708861          33200           40600
## 509          9000.0       0.43113225          31000           39600
## 510          7215.0       0.59386282          29800           38900
## 511          4500.0       0.36140351          18100           24300
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## 513          5500.0       0.34000000          17900           18500
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## 515          8275.0       0.57964602          25600           31900
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## 521          3500.0       0.33628850          29500           34900
## 522          8750.0       0.56510417          32300           37900
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## 524          5500.0       0.52127485          34500           45000
## 525          4750.0       0.38492063          28100           30900
## 526          3500.0       0.28806290          23700           39400
## 527          5500.0       0.33132251          27400           28000
## 528          5500.0       0.59242762          37000           50500
## 529          5499.5       0.49485714          54600           67800
## 530          4750.0       0.15699659          16800           19600
## 531          5750.0       0.68761384          30900           37000
## 532          4750.0       0.36410256          17900           21400
## 533          5500.0       0.78318412          31000           39500
## 534          7500.0       0.80443516          37900           47600
## 535          8000.0       0.77161290          30100           37100
## 536          9500.0       0.61640212          37500           41700
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## 539          4500.0       0.34647938          24100           33000
## 540          8895.0       0.57790055          34500           41100
## 541          5500.0       0.32358674          13000           16800
## 542          8250.0       0.68153409          34800           47500
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## 546          4500.0       0.35865845          26800           35400
## 547          7217.0       0.52887538          57900           67000
## 548          5500.0       0.32369942          15000           17800
## 549          5000.0       0.35524291          25500           32600
## 550          5500.0       0.25301205          19600           17600
## 551          4418.0       0.17440975          25000           35900
## 552          4500.0       0.40604468          26500           26600
## 553          8250.0       0.76615385          44800           53800
## 554          7890.0       0.71244635          31300           44900
## 555          4500.0       0.40310640          26000           31300
## 556          5500.0       0.33642798          24300           32800
## 557          3427.5       0.34154630          20700           25900
## 558          5708.0       0.41157294          23900           29300
## 559          6657.0       0.54086957          39700           54300
## 560          5500.0       0.33642798          24300           32800
## 561          3700.0       0.35846561          21000           27500
## 562          7445.5       0.61851016          27100           35400
## 563          5500.0       0.31321971          24200           29700
## 564          8597.5       0.63223787         115200          118800
## 565          4750.0       0.24214993          21300           28800
## 566          2900.0       0.32000000          39700           34200
## 567          5500.0       0.59746589          20300           26800
## 568          5500.0       0.82678312          23200           38700
## 569          7887.0       0.36097561          26000           38200
## 570          5369.0       0.39470813          20500           22400
## 571          5369.0       0.39470813          20500           22400
## 572          8750.0       0.80747664          53400           68300
## 573         12575.0       0.58433735          29800           43200
## 574          4463.0       0.27173913          16000           15400
## 575          4750.0       0.26587302          13100           15900
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## 577          6305.0       0.58077759          57300           72100
## 578          4869.0       0.28181818          23500           30100
## 579          5500.0       0.69574861          30200           45800
## 580          3960.0       0.56537663          25400           35600
## 581          9500.0       0.52808989          39100           48000
## 582          7914.0       0.56467110          33700           38300
## 583          9500.0       0.62837838          39100           45200
## 584          5500.0       0.37261146          25000           29800
## 585          5500.0       0.45540438          22700           29000
## 586         12500.0       0.58620690          28100           41800
## 587          4665.0       0.31102501          22500           28400
## 588          9750.0       0.49560117          33700           42100
## 589          7500.0       0.65357968          37700           47300
## 590          9500.0       0.62338933          35800           44600
## 591          4750.0       0.32383041          23400           29700
## 592          6500.0       0.83978495          34600           47500
## 593          5500.0       0.32777778          16600           18700
## 594          7500.0       0.58652280          31600           36800
## 595          4750.0       0.21359223          52100           58100
## 596         11500.0       0.53952569          53700           55900
## 597          5152.0       0.47126644          24200           27400
## 598          5500.0       0.32712791          24800           31500
## 599          6500.0       0.80772856          36600           50600
## 600          4410.0       0.28707483          26200           31500
## 601          9880.0       0.65800000          33000           40900
## 602          5500.0       0.36646586          23600           26500
## 603          5020.0       0.33445327          26200           33000
## 604          8250.0       0.79359165          43000           57700
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## 606          7500.0       0.42011834          22700           28500
## 607          4545.5       0.24857143          22700           25900
## 608          4616.0       0.29852170          18600           22500
## 609         15000.0       0.67402282          45100           59300
## 610          6714.0       0.42063492          55300           57600
## 611          8750.0       0.73803526          34100           45500
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## 613          8250.0       0.67164179          31200           45700
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## 615          4551.0       0.38261384          24200           30400
## 616          7137.0       0.25749559          32400           34200
## 617          6459.0       0.44275107          31400           36900
## 618          7501.0       0.52287582          26000           33700
## 619          8863.0       0.54788327          25700           31500
## 620          8250.0       0.74295564          35200           50100
## 621          7500.0       0.76166667          41200           57400
## 622         12000.0       0.74719101          35000           46200
## 623          8700.0       0.68956743          25800           34400
## 624          9500.0       0.42510823          33500           36800
## 625          4750.0       0.26879271          20500           25100
## 626          8750.0       0.80409357          25000           33700
## 627          6500.0       0.48514851          38800           56000
## 628          5500.0       0.32424709          22400           27700
## 629          5141.0       0.38296239          21600           24300
## 630          9500.0       0.55460589          30700           36000
## 631          9500.0       0.82683983          19000           26900
## 632          4218.0       0.46666667          21200           27300
## 633          9500.0       0.51591028          33200           42600
## 634          5500.0       0.35389889          22300           27500
## 635          4750.0       0.30136986          20200           23700
## 636          8100.0       0.63173653          27900           37000
## 637          5300.0       0.40755873          20700           24700
## 638          5000.0       0.48188255          66400           76700
## 639          4500.0       0.46134559          22800           23600
## 640          9476.5       0.71104609          21400           29500
## 641          7000.0       0.59701493          30800           36000
## 642          7808.5       0.62816456          28400           37500
## 643          7889.5       0.44615385          21100           28400
## 644          5500.0       0.60937500          31400           37100
## 645          4750.0       0.43623482          19900           24300
## 646          3060.0       0.43396226          19200           17400
## 647          8541.5       0.46970330          33100           38100
## 648          6497.0       0.55492063          25400           34500
## 649          7344.0       0.58108866          33500           41500
## 650          7500.0       0.54731978          31300           39400
## 651          8250.0       0.63267233          37700           37800
## 652          9500.0       0.74290628          18400           25300
## 653          9500.0       0.76246883          21500           26400
## 654          5250.0       0.41269841          18900           23300
## 655          4500.0       0.30007283          21200           22200
## 656          4750.0       0.35533416          21200           26900
## 657          7214.0       0.50920245          36400           39600
## 658          5500.0       0.52230483          31500           35600
## 659          7750.0       0.33762058          36800           41300
## 660          4750.0       0.41972973          21100           26700
## 661          8000.0       0.47312273          29500           34300
## 662          9500.0       0.53289474          53400           54100
## 663         12000.0       0.74150485          33100           44900
## 664          4403.5       0.37745665          21200           23600
## 665          7500.0       0.49729551          30300           38800
## 666          3500.0       0.26016260          33700           31700
## 667          3500.0       0.28187919          25100           24700
## 668          2050.0       0.49833887          14900           14000
## 669          9250.0       0.52355212          32400           40700
## 670          5377.5       0.46802762          27100           31500
## 671          9500.0       0.78967019          18900           24300
## 672          6625.0       0.47334289          32800           38900
## 673          4750.0       0.42941176          19300           21600
## 674          4697.0       0.25841346          21700           25000
## 675          3500.0       0.43093174          21300           27600
## 676          9500.0       0.43133747          32400           47000
## 677          6000.0       0.40772014          23800           26200
## 678          3420.0       0.24815725          26100           29900
## 679          6750.0       0.54843305          35200           40800
## 680          6500.0       0.70273973          28900           36200
## 681          4750.0       0.33389545          17400           21700
## 682          7658.5       0.38970588          18000           22900
## 683          4749.0       0.40552995          17000           20000
## 684          8250.0       0.46896068          29000           36000
## 685          8250.0       0.46896068          29000           36000
## 686          8250.0       0.46896068          29000           36000
## 687          8250.0       0.64561404          48200           54000
## 688          5500.0       0.41678129          26000           32100
## 689          8750.0       0.58976583          33700           39200
## 690          6393.0       0.56737137          36000           45500
## 691          6393.0       0.56737137          36000           45500
## 692          7500.0       0.79258010          32000           41900
## 693         17626.5       0.57126437          33200           40800
## 694          9282.0       0.66358025          29700           38100
## 695          4867.0       0.37672456          27700           27400
## 696          4500.0       0.36851312          23600           29400
## 697          3500.0       0.41880342          36100           32100
## 698          4750.0       0.33333333          18900           24800
## 699          4411.0       0.19399399          30400           34300
## 700          8750.0       0.72727273          46200           58200
## 701          4976.0       0.37603306          16600           15500
## 702          3500.0       0.34418605          21500           27200
## 703          6500.0       0.52554889          30400           39600
## 704          6500.0       0.52554889          30400           39600
## 705          6500.0       0.52554889          30400           39600
## 706          9185.0       0.82513661          30600           42700
## 707          5500.0       0.39731350          25300           28300
## 708          4750.0       0.22222222          15100           14500
## 709          8833.0       0.34428795          17800           20100
## 710          8833.0       0.34428795          17800           20100
## 711          4020.5       0.33333333          31100           37400
## 712          5389.0       0.38996139          16200           20000
## 713          4469.0       0.39160839          25800           28500
## 714          4750.0       0.39534884          16500           17400
## 715          7500.0       0.62562814          29400           38100
## 716          8667.0       0.59186352          29800           38300
## 717          6334.0       0.29703190          29300           38800
## 718          2766.5       0.33054393          20100           27300
## 719          7251.0       0.45654693          35800           46100
## 720          9500.0       0.49563145          36900           45800
## 721          5756.0       0.52801408          32300           38300
## 722          5500.0       0.46508058          24200           29800
## 723          3750.0       0.48673300          28500           31500
## 724          2606.0       0.33587786          11500           14800
## 725          6719.0       0.41344956          24300           28600
## 726          6870.0       0.54097154          29700           34800
## 727          4888.5       0.52476038          29500           35300
## 728          4000.0       0.46306355          28700           32200
## 729         13750.0       0.52126200          28100           35100
## 730          4750.0       0.38837675          23300           21500
## 731          3500.0       0.44927858          25800           31600
## 732          5500.0       0.50472402          29100           34100
## 733          6043.5       0.41414572          31700           37200
## 734          4500.0       0.45088409          27100           29600
## 735          6334.0       0.32800673          23700           30500
## 736          5500.0       0.46236559          13600           12900
## 737          3891.0       0.43294758          25200           28600
## 738          9044.0       0.65241636          32800           40400
## 739          8586.0       0.64140969          30400           37200
## 740          6334.0       0.29703190          29300           38800
## 741          7744.0       0.40737695          22200           28200
## 742          6500.0       0.88197147          30600           41100
## 743          6364.0       0.47897196          16800           19600
## 744          7500.0       0.65449580          33800           46000
## 745          4750.0       0.42857143          13600           19100
## 746          6000.0       0.47063412          27100           34200
## 747         10379.5       0.69818755          26800           36800
## 748          5500.0       0.48106061          22100           26600
## 749          6324.0       0.32768053          22300           28700
## 750          9520.0       0.66507937          28500           35100
## 751          4750.0       0.38986410          20500           23700
## 752          9000.0       0.68553033          27500           38700
## 753          3700.0       0.35162448          25800           31000
## 754          7500.0       0.78874735          32400           48400
## 755          2372.0       0.22222222          16600           12700
## 756          4750.0       0.36764706          14600           17900
## 757          7000.0       0.35022026          25700           31000
## 758          6334.0       0.42450683          22600           30600
## 759          2750.0       0.15345700          23300           25900
## 760          6250.0       0.64065934          34900           40900
## 761          9500.0       0.46372155          30500           38100
## 762          9500.0       0.52391304          34700           39400
## 763          9325.0       0.71456954          65600           76200
## 764          7500.0       0.56904762          36400           46300
## 765          6751.0       0.51269036          31700           34400
## 766          7000.0       0.57045455          28200           33400
## 767          7000.0       0.64589235          30800           39300
## 768          9500.0       0.78694158          21600           29500
## 769          3500.0       0.35555556          46400           48200
## 770          6500.0       0.38785835          27300           36800
## 771          5500.0       0.42094456          27600           34600
## 772          8250.0       0.55351977          31300           39500
## 773          9920.5       0.59703154          43900           54600
## 774         10000.0       0.57098679          32200           43000
## 775          5500.0       0.68777485          40900           48000
## 776          6438.5       0.34221311          16400           21500
## 777          5636.0       0.35882353          16800           17400
## 778          4365.0       0.41156069          15300           17600
## 779          4137.0       0.42379182          14600           17400
## 780          7949.5       0.36421053          18100           17500
## 781         10166.5       0.50828729          62200           62400
## 782          6764.0       0.52879213          38300           45900
## 783          5500.0       0.67950170          40300           52600
## 784          4397.0       0.35626911          16900           20500
## 785          7500.0       0.58073149          42900           48500
## 786          8750.0       0.52713891          38100           47600
## 787          9500.0       0.76677852          31200           44500
## 788          8250.0       0.57841383          29800           41200
## 789          6000.0       0.51145038          31200           40700
## 790          7500.0       0.51464675          24000           30900
## 791          5500.0       0.51515152          25800           30000
## 792          3160.0       0.20993228          26400           36300
## 793          4719.0       0.31098696          25600           29800
## 794          6700.0       0.45357999          28700           38400
## 795          3500.0       0.30814089          25200           31000
## 796          5575.5       0.27397260          15700           23500
## 797          9029.0       0.66581415          29600           36400
## 798          5500.0       0.58693942          31600           41900
## 799          8500.0       0.38564274          32000           37100
## 800          8750.0       0.59350649          41300           56300
## 801          3898.0       0.39842681          16900           26200
## 802          4238.0       0.19150708          28200           32200
## 803          3761.0       0.19930876          22500           29100
## 804          4750.0       0.26451613          14200           14700
## 805          8250.0       0.50152453          37500           47700
## 806          8250.0       0.50152453          37500           47700
## 807          8250.0       0.50152453          37500           47700
## 808          8250.0       0.50152453          37500           47700
## 809          8250.0       0.50152453          37500           47700
## 810          8250.0       0.50152453          37500           47700
## 811          8250.0       0.50152453          37500           47700
## 812          8250.0       0.50152453          37500           47700
## 813          8250.0       0.50152453          37500           47700
## 814          4750.0       0.29556650          24600           25700
## 815          4750.0       0.15552995          28300           32600
## 816          6300.0       0.69350649          39700           48300
## 817          8750.0       0.75829876          22900           29800
## 818          8250.0       0.57481368          36800           48800
## 819          4750.0       0.26395939          42000           52900
## 820          9500.0       0.53940284          28500           36600
## 821          6333.0       0.33064313          24700           29800
## 822          8709.5       0.47509744          37100           43700
## 823         11000.0       0.73684211          26900           47800
## 824         17125.0       0.56305310          40200           46400
## 825          9500.0       0.65553603          32700           45300
## 826          4740.0       0.20000000          31400           34100
## 827          4709.0       0.27386935          15000           19000
## 828          5750.0       0.54062839          33100           44600
## 829          7000.0       0.44455182          30600           38900
## 830          3821.0       0.28630705          32200           38900
## 831         10000.0       0.66311382          36100           47200
## 832          6092.5       0.34280532          21900           24300
## 833          5119.0       0.18483412          37000           42900
## 834         15750.0       0.45090180          24300           28800
## 835         14500.0       0.81412104          57200           73900
## 836         10937.5       0.48725790          36500           45100
## 837         10250.0       0.58144265          35800           46100
## 838          6334.0       0.32363636          20500           24400
## 839          8250.5       0.58243451          33500           43500
## 840          7874.0       0.62312312          37900           49900
## 841         10698.5       0.39556962          26000           32800
## 842          3666.0       0.22970711          27400           35900
## 843          8807.0       0.49761223          29100           35300
## 844          7500.0       0.67009997          30700           39100
## 845          7500.0       0.78717865          37000           47600
## 846          8750.0       0.80477223          34000           44300
## 847          6017.0       0.88315482          41100           49700
## 848          3750.0       0.39158576          21500           25300
## 849          5500.0       0.66037736          14000           12100
## 850          8500.0       0.60805369          24700           31100
## 851          3500.0       0.35697835          12300           15600
## 852          4000.0       0.45156545          20800           25200
## 853          9500.0       0.64130435          26900           33000
## 854          4726.5       0.44943820          14800           15200
## 855          9500.0       0.56957425          30300           36400
## 856          6250.0       0.63075965          28400           35800
## 857          9000.0       0.61878036          35100           42200
## 858          9000.0       0.61878036          35100           42200
## 859          7328.0       0.61251956          31500           35800
## 860          5500.0       0.62471396          23900           28400
## 861          3238.0       0.39176245          23300           25500
## 862          3004.0       0.37917329          21200           26000
## 863          3500.0       0.41376229          22800           27200
## 864          7500.0       0.57199211          37000           49700
## 865          7000.0       0.46711636          31300           37300
## 866          4750.0       0.35810811          18000           16000
## 867          6273.0       0.38424493          27100           36100
## 868          6273.0       0.38424493          27100           36100
## 869          8524.0       0.54237288          32800           35900
## 870          7500.0       0.40822125          34800           40700
## 871          8253.0       0.41749347          34400           39400
## 872          5500.0       0.28087832          27600           31700
## 873          8700.5       0.47017481          27100           34200
## 874          7991.0       0.56644144          32700           34300
## 875          6250.0       0.66767677          29000           36300
## 876          3500.0       0.49542543          17100           22500
## 877          8000.0       0.51900987          28000           34800
## 878         11000.0       0.80373832          25300           32500
## 879          8750.0       0.54309166          29600           36100
## 880          5500.0       0.69884170          21900           26600
## 881          9500.0       0.69607843          18100           26400
## 882          6750.0       0.53581688          29100           35900
## 883          8750.0       0.62701613          31500           35700
## 884          2500.0       0.50812839          22500           27600
## 885          5396.0       0.52169773          23800           30800
## 886          5500.0       0.56371274          29100           36100
## 887          9763.0       0.54456054          35100           42300
## 888          7021.5       0.36929461          33000           37200
## 889          9500.0       0.73010850          27400           34700
## 890         11250.0       0.56771398          33100           39200
## 891          3885.0       0.40131247          20700           26100
## 892          3750.0       0.43103448          12000           16500
## 893          4481.0       0.44257703          17200           18000
## 894          3500.0       0.41921708          29000           34500
## 895          4786.0       0.41543027          21600           27600
## 896          6334.0       0.36873530          26400           32600
## 897          6500.0       0.76413255          36100           47800
## 898          6500.0       0.64020164          39100           48200
## 899          4750.0       0.29002320          25000           28900
## 900          3500.0       0.29566095          26600           30100
## 901          4750.0       0.46437346          24600           30200
## 902          7500.0       0.63787306          33300           41200
## 903          4750.0       0.35310473          22000           23200
## 904          8278.0       0.51405622          35900           42400
## 905          3555.0       0.31034483          32100           37500
## 906          8444.0       0.29325058          16000           20700
## 907          7001.0       0.65261959          29400           37100
## 908          7595.0       0.61199123          31200           36900
## 909          4750.0       0.26258993          23700           29100
## 910          4750.0       0.47051862          31300           28800
## 911          3500.0       0.52500000          12900           14900
## 912          6500.0       0.59162304          33200           38700
## 913          5250.0       0.48778709          25700           27800
## 914          6250.0       0.68661679          38000           44000
## 915          9500.0       0.70365535          23300           30700
## 916          9500.0       0.63112078          35100           43300
## 917          6334.0       0.29703190          29300           38800
## 918          5500.0       0.45380656          23900           27300
## 919          5060.0       0.44167852          24600           27300
## 920          2334.0       0.42373512          22200           28700
## 921          9500.0       0.51789077          32500           37400
## 922          6895.0       0.62596685          34700           41200
## 923          8461.0       0.63445867          29900           37500
## 924          7500.0       0.61793877          39400           43200
## 925          7500.0       0.73420074          31300           37200
## 926          5500.0       0.67986372          30600           39600
## 927          9500.0       0.71951509          26800           34100
## 928          5500.0       0.55048860          50200           64500
## 929          8500.0       0.66611842          35800           47800
## 930          8250.0       0.56913141          35000           41100
## 931          4681.0       0.41631390          28200           36600
## 932          3325.0       0.27272727          15000           15400
## 933          8750.0       0.84324324          32100           45600
## 934          3668.0       0.32575758          17200           18400
## 935          3880.0       0.28880866          17000           18700
## 936          2692.5       0.31325301          16500           19800
## 937          7989.5       0.65116279          32100           38600
## 938          4750.0       0.67298578          18300           20100
## 939          7408.0       0.55340114          43600           53900
## 940          6329.0       0.57557795          37200           45900
## 941          7000.0       0.61206733          40100           49700
## 942          7500.0       0.67157712          42000           50000
## 943          8250.0       0.70188679          34500           43900
## 944          7513.0       0.61884817          37700           44600
## 945          6180.0       0.34675615          24900           29700
## 946          5500.0       0.50259795          25500           30800
## 947          2488.0       0.23130435          13900           15000
## 948           750.0       0.22068966          16500           14800
## 949          4500.0       0.44767442          29600           41500
## 950          6334.0       0.31851852          24000           25500
## 951          4750.0       0.36733417          19300           24400
## 952          5054.5       0.36109304          29100           38100
## 953          5859.5       0.37101893          24900           28500
## 954          5859.5       0.37101893          24900           28500
## 955          3500.0       0.34469086          28900           36900
## 956          9500.0       0.51824818          18900           26000
## 957          8100.0       0.63390848          34800           39900
## 958          7000.0       0.41588785          19400           25600
## 959          8750.0       0.74114441          21300           30100
## 960          9500.0       0.61457233          25800           31500
## 961          9500.0       0.33246073          31600           33600
## 962          8750.0       0.64960000          37100           46800
## 963          4598.0       0.35416667          15300           17600
## 964          7500.0       0.86788155          35800           46600
## 965          9500.0       0.70588235          28400           34800
## 966          7136.5       0.43019943          37300           43600
## 967          9500.0       0.54036087          36200           42400
## 968          9500.0       0.61948052          33900           40000
## 969          6500.0       0.72659574          32700           40800
## 970          3500.0       0.32473515          20500           26500
## 971          9500.0       0.42559110          17200           23900
## 972          9250.0       0.54545455          34200           37500
## 973          8540.0       0.73027375          27200           36400
## 974          6505.0       0.59417916          43000           57300
## 975         10625.0       0.73190349          33000           41200
## 976          4750.0       0.36849926          16600           21400
## 977         10000.0       0.62643080          29200           36200
## 978          3749.0       0.39226271          24500           30100
## 979         10106.0       0.63739591          34200           42500
## 980          4750.0       0.37485898          21600           19200
## 981          3950.0       0.36285837          26000           30000
## 982          5500.0       0.63076923          34400           42200
## 983          7500.0       0.75766871          25400           38500
## 984          6250.0       0.63979058          42200           59900
## 985          5625.0       0.56261023          22800           31300
## 986          6334.0       0.48332546          36500           49200
## 987          4455.0       0.38586846          24100           29800
## 988          6875.0       0.59913793          29100           36500
## 989          7679.0       0.75680331          45700           60100
## 990          5875.0       0.50838926          42200           59200
## 991          8750.0       0.81535100          24300           33800
## 992          9500.0       0.77938343          21800           31000
## 993          9817.5       0.37694013          27300           30600
## 994          5500.0       0.50663834          32900           42400
## 995          6334.0       0.39098741          33300           36700
## 996          4759.0       0.35057034          24400           33100
## 997          5224.0       0.38779050          26700           33100
## 998          2750.0       0.27331887          42300           52100
## 999          5000.0       0.41683639          27200           34400
## 1000         3947.0       0.49285714          20400           16800
## 1001         5000.0       0.53217749          26600           34500
## 1002         2345.0       0.33618477          20800           24300
## 1003         7000.0       0.31829850          29300           40300
## 1004         5500.0       0.44270833          21800           24000
## 1005         6334.0       0.44398827          33600           39700
## 1006         5664.0       0.33186036          24500           29700
## 1007         8750.0       0.53666667          30900           37700
## 1008         4989.0       0.29202841          21500           27500
## 1009         5131.5       0.56247552          30200           39100
## 1010         5500.0       0.38010087          26000           31100
## 1011        15141.0       0.62357414          34800           45500
## 1012         6672.5       0.70671405          41500           53700
## 1013         4750.0       0.38986410          20500           23700
## 1014         9500.0       0.71272115          31900           41100
## 1015         4300.0       0.46042216          24600           30700
## 1016         5500.0       0.71129032          29600           46000
## 1017         9750.0       0.75619048          25700           39800
## 1018         8250.0       0.51275720          25800           28300
## 1019         4750.0       0.31632653          10000           15800
## 1020         8250.0       0.66312875          25500           33400
## 1021         4578.0       0.35853379          13500           16300
## 1022         5916.5       0.31875000          19300           21900
## 1023         6500.0       0.53309752          30100           37600
## 1024         9500.0       0.55571031          27200           33500
## 1025         5500.0       0.71315789          26900           40600
## 1026         4750.0       0.37061404          17200           20100
## 1027         4750.0       0.22173913          14800           14700
## 1028         6500.0       0.51754386          32500           43400
## 1029         3750.0       0.24492685          25100           30400
## 1030         9500.0       0.39564661          43800           48500
## 1031         5500.0       0.29457364          18900           20100
## 1032         4750.0       0.25000000          20800           17500
## 1033         6334.0       0.29703190          29300           38800
## 1034        11858.0       0.46806791          33100           40200
## 1035         5500.0       0.32110092          24500           29000
## 1036         8750.0       0.62992126          25200           30700
## 1037         8667.0       0.57773512          56600           65800
## 1038         4137.5       0.21780515          28100           32600
## 1039         4399.0       0.26696495          28500           34500
## 1040         6750.0       0.59796438          22600           32500
## 1041         3750.0       0.21481481          27000           31400
## 1042         8000.0       0.44197952          35000           40200
## 1043         6608.0       0.43562565          35400           44700
## 1044         7621.5       0.50678931          28000           36600
## 1045         6500.0       0.37219731          34800           42700
## 1046         6526.0       0.45329670          29000           35000
## 1047         4083.0       0.33240997          22000           25200
## 1048         3500.0       0.37045776          27300           32500
## 1049         2250.0       0.39855072          17200           18900
## 1050         3500.0       0.29573171          15400           18500
## 1051         2624.0       0.27701674          16000           17900
## 1052         4000.0       0.25507398          15500           19000
## 1053         4000.0       0.25507398          15500           19000
## 1054         4000.0       0.25507398          15500           19000
## 1055         4000.0       0.25507398          15500           19000
## 1056         3500.0       0.25891473          15000           16800
## 1057          961.0       0.23171481          12600           15700
## 1058         2350.0       0.25650305          15700           18100
## 1059         5500.0       0.64419795          71000           86000
## 1060         3167.0       0.23304437          14600           17900
## 1061         6334.0       0.29703190          29300           38800
## 1062         6500.0       0.72805139          42900           52900
## 1063         7277.0       0.47416762          24800           25900
## 1064         4865.5       0.53824863          24200           32700
## 1065         3666.0       0.35014409          18400           20100
## 1066        12834.0       0.48854962          30900           33800
## 1067         4750.0       0.38837675          23300           21500
## 1068         3500.0       0.39726962          18400           30600
## 1069         5276.0       0.52913554          30000           29800
## 1070         5564.5       0.43234426          24100           29600
## 1071         3274.0       0.41666667          18300           24100
## 1072         6273.0       0.38424493          27100           36100
## 1073         4750.0       0.43896714          13800           15600
## 1074         5066.0       0.18981481          31100           31900
## 1075         3925.0       0.25390625          19300           21000
## 1076         5199.0       0.31034483          18000           22400
## 1077         4029.0       0.36962306          18400           22000
## 1078         3898.0       0.39842681          16900           26200
## 1079         8066.5       0.47379144          19000           25700
## 1080         3745.0       0.36971707          25000           28200
## 1081         9250.0       0.52142857          40800           27500
## 1082         4750.0       0.35438596          28000           28000
## 1083         6963.0       0.34905660          16000           17800
## 1084         4750.0       0.45165622          26100           32300
## 1085         4646.0       0.34051835          22500           23700
## 1086         3650.0       0.30632411          16800           20300
## 1087         6334.0       0.37409639          19200           22500
## 1088         4750.0       0.34084821          21000           28900
## 1089         3045.0       0.48895434          21100           23900
## 1090         3500.0       0.27698389          15100           17000
## 1091         8332.0       0.42159763          34300           47200
## 1092         2220.0       0.44400940          16800           18600
## 1093         3500.0       0.35107169          18800           23200
## 1094         6000.0       0.43176856          23300           30400
## 1095         4128.0       0.31986405          17900           21300
## 1096         5493.0       0.26363636          33900           36400
## 1097         4750.0       0.35250464          19300           20200
## 1098         6334.0       0.29703190          29300           38800
## 1099         3500.0       0.30830040          18300           19200
## 1100         9500.0       0.37397260          19100           20400
## 1101         5500.0       0.41509046          27600           32300
## 1102         9500.0       0.40893471          20500           23500
## 1103         3325.0       0.27272727          15000           15400
## 1104         4750.0       0.30271270          22900           24600
## 1105         6334.0       0.29703190          29300           38800
## 1106         5166.0       0.19951608          30600           34800
## 1107         2533.0       0.28446215          20500           24100
## 1108         4750.0       0.41972973          21100           26700
## 1109         5369.0       0.39470813          20500           22400
## 1110         3734.0       0.28085106          36700           33700
## 1111         5088.0       0.34765625          23900           26600
## 1112         4750.0       0.30271270          22900           24600
## 1113         4750.0       0.42006270          23300           26900
## 1114         6036.0       0.47440273          24400           27400
## 1115         4750.0       0.34581570          18700           22300
## 1116         4008.5       0.34752650          20700           31000
## 1117         4750.0       0.28318584          16100           16200
## 1118         2354.0       0.09107636          33100           34600
## 1119         4750.0       0.42941176          19300           21600
## 1120         4750.0       0.42941176          19300           21600
## 1121         4750.0       0.29793510          27800           21800
## 1122         4113.5       0.42465753          12600           13300
## 1123         5005.0       0.36175637          23400           29100
## 1124         9500.0       0.42559110          17200           23900
## 1125         6672.5       0.70671405          41500           53700
## 1126         6672.5       0.70671405          41500           53700
## 1127         4099.0       0.35606061          12200           12000
## 1128         3018.0       0.56634304          20100           18600
## 1129         4750.0       0.31242461          22100           17500
## 1130         6334.0       0.29703190          29300           38800
## 1131         6606.5       0.43173432          36900           33600
## 1132         3500.0       0.35348193          19300           25900
## 1133         5500.0       0.33333333          23700           22800
## 1134         5500.0       0.39390292          33400           51100
## 1135         2800.0       0.20846252          17500           21700
## 1136         4218.0       0.46666667          21200           27300
## 1137         3500.0       0.13935145          17900           21200
## 1138         3458.5       0.42857143          15100           16700
## 1139         4268.0       0.36801541          17000           26600
## 1140         4750.0       0.55416667          12500           13600
## 1141         6250.0       0.42539683          41000           56400
## 1142         4687.5       0.43333333          14400           13400
## 1143         5895.5       0.52072660          28600           42300
## 1144         4750.0       0.30914826          20200           25000
## 1145         6334.0       0.45446097          17600           23000
## 1146         5945.5       0.41768416          20100           25300
## 1147         4308.0       0.49721534          18400           23900
## 1148         3500.0       0.28286853          22200           28900
## 1149         7306.5       0.58115183          23600           28300
## 1150         7416.0       0.47544643          28100           42500
## 1151         7359.0       0.23297003          26000           28300
## 1152         4750.0       0.39604520          25600           28200
## 1153         2327.0       0.36154776          19800           20000
## 1154         3500.0       0.46818182          22300           31500
## 1155         4698.5       0.35170604          23800           27500
## 1156         6000.0       0.43572615          21800           26400
## 1157         3357.0       0.25652714          16400           19800
## 1158         5500.0       0.39390292          33400           51100
## 1159         5500.0       0.39390292          33400           51100
## 1160         4750.0       0.45608466          40600           38000
## 1161         6334.0       0.48656542          16600           22100
## 1162         7277.0       0.47416762          24800           25900
## 1163         3250.0       0.30813953          12500           15200
## 1164         4750.0       0.25000000          17500           15400
## 1165         4750.0       0.33014354          20800           22700
## 1166         3725.0       0.41687345          22800           23300
## 1167         4908.0       0.45569620          29800           27800
## 1168         4125.0       0.22750000          21700           26800
## 1169         6206.5       0.44736842          16500           16900
## 1170         4750.0       0.34453782          13100           17600
## 1171         3626.0       0.27865169          19300           22900
## 1172         6000.0       0.43883985          17000           28200
## 1173         9244.0       0.68898043          31800           40300
## 1174         9500.0       0.35544041          19500           27400
## 1175         5736.0       0.53900536          32500           37000
## 1176         4750.0       0.24173318          21800           31900
## 1177         6671.0       0.43290043          44900           50700
## 1178         3981.0       0.32071960          21200           22400
## 1179         6334.0       0.29703190          29300           38800
## 1180         6334.0       0.29703190          29300           38800
## 1181         3060.0       0.43396226          19200           17400
## 1182         3884.0       0.32231405          20100           25500
## 1183         6334.0       0.29703190          29300           38800
## 1184         4750.0       0.32745592          28100           32400
## 1185         4750.0       0.51882845          12300           19300
## 1186         2050.0       0.49833887          14900           14000
## 1187         4465.0       0.28571429          36300           37900
## 1188         4748.0       0.18611111          20100           35300
## 1189         3510.5       0.33548387          34900           38800
## 1190         4750.0       0.32885906          43700           41500
## 1191         4234.0       0.25252525          36700           37600
## 1192         1544.0       0.15595135          15800           18200
## 1193         3353.5       0.30470016          25900           31600
## 1194         4518.5       0.38636364          22100           22700
## 1195         5500.0       0.39390292          33400           51100
## 1196         4474.0       0.20782509          13400           14300
## 1197         1544.0       0.15595135          15800           18200
## 1198         4750.0       0.30914826          20200           25000
## 1199         4750.0       0.37775330          22200           24900
## 1200         5945.5       0.41768416          20100           25300
## 1201         4091.0       0.22455090          36900           44500
## 1202         4274.0       0.23118280          15200           17800
## 1203         6334.0       0.38363171          20100           28800
## 1204         5245.0       0.43105320          22800           23900
## 1205         4750.0       0.39814232          26300           34200
## 1206         5500.0       0.38569519          44400           61500
## 1207         2800.0       0.20846252          17500           21700
## 1208         8591.0       0.26044226          29400           37500
## 1209         6333.0       0.46315789          21600           23900
## 1210         6581.5       0.46054939          25600           25700
## 1211         5000.0       0.29585799          20400           21700
## 1212         6214.5       0.45188168          28800           50100
## 1213         5530.5       0.37176471          15400           19700
## 1214         3357.0       0.25652714          16400           19800
## 1215         3834.5       0.29787234          19800           25600
## 1216         6334.0       0.29703190          29300           38800
## 1217         4539.0       0.30197595          20100           25000
## 1218         2750.0       0.20120120          27500           34800
## 1219         4750.0       0.50515464          13200           15200
## 1220         9500.0       0.43133747          32400           47000
## 1221         4750.0       0.35546335          33400           23700
## 1222         2254.0       0.25980392          27900           24200
## 1223         6334.0       0.29703190          29300           38800
## 1224         3745.0       0.36971707          25000           28200
## 1225         4750.0       0.30745125          17500           28600
## 1226         4750.0       0.28571429          10900           14600
## 1227         3500.0       0.24248851          23600           27900
## 1228         6334.0       0.29703190          29300           38800
## 1229         6334.0       0.29703190          29300           38800
## 1230         3824.0       0.42394015          16400           15400
## 1231         5500.0       0.39390292          33400           51100
## 1232         5500.0       0.39390292          33400           51100
## 1233         4060.0       0.31164384          25800           33500
## 1234         6334.0       0.32755842          19900           34200
## 1235         6690.0       0.34650957          21400           28300
## 1236         5736.0       0.53900536          32500           37000
## 1237         2316.0       0.41218638          20800           20700
## 1238         5500.0       0.39534884          22300           26700
## 1239         8750.0       0.70764081          42400           54000
## 1240         8750.0       0.70764081          42400           54000
## 1241         6334.0       0.29703190          29300           38800
## 1242         6334.0       0.32755842          19900           34200
## 1243         6334.0       0.29703190          29300           38800
## 1244         2570.5       0.37695312          23000           25900
## 1245         4750.0       0.38059268          19700           23100
## 1246         4750.0       0.41972973          21100           26700
## 1247         3899.5       0.21303763          20900           25200
## 1248         4750.0       0.29507212          17700           23200
## 1249         6334.0       0.33108758          17500           25000
## 1250         3529.0       0.34886183          18100           23100
## 1251         9500.0       0.43133747          32400           47000
## 1252         5500.0       0.39390292          33400           51100
## 1253         9500.0       0.51411765          32700           22100
## 1254         3750.0       0.34941764          19800           23400
## 1255         3969.0       0.36447520          22700           23500
## 1256         5500.0       0.33182844          28000           42000
## 1257         4750.0       0.36842105          14200           16600
## 1258         6334.0       0.50403078          22200           29700
## 1259         3626.0       0.27865169          19300           22900
## 1260         3751.0       0.33825598          18600           20300
## 1261         6334.0       0.40760475          23500           30500
## 1262         6333.0       0.46315789          21600           23900
## 1263         6250.0       0.41670310          25900           31700
## 1264         5500.0       0.39390292          33400           51100
## 1265         9500.0       0.43133747          32400           47000
## 1266         6273.0       0.38424493          27100           36100
## 1267         6690.0       0.34650957          21400           28300
## 1268         4290.0       0.31451398          20900           27100
## 1269         4750.0       0.19057218          35500           42500
## 1270         3746.0       0.35930408          42800           50100
## 1271         3500.0       0.34180139          15500           18900
## 1272         3745.5       0.28272251          24200           30300
## 1273         2854.0       0.30400000          18600           17500
## 1274         3959.0       0.45029240          21900           23300
## 1275         6334.0       0.29703190          29300           38800
## 1276         4008.5       0.34752650          20700           31000
## 1277         4008.5       0.34752650          20700           31000
## 1278         5500.0       0.39390292          33400           51100
## 1279         5500.0       0.39390292          33400           51100
## 1280         4750.0       0.40658228          18700           19600
## 1281         6334.0       0.46650906          22900           32100
## 1282         6785.0       0.44661549          24000           33300
## 1283         7334.0       0.31819646          27900           32400
## 1284         4260.0       0.35444854          23300           25100
## 1285         4750.0       0.24930680          33700           43500
## 1286         6273.0       0.38424493          27100           36100
## 1287         4750.0       0.28754448          16800           22900
## 1288         5526.5       0.31100478          13500           20700
## 1289         5500.0       0.39390292          33400           51100
## 1290         6334.0       0.29703190          29300           38800
## 1291         4750.0       0.28754448          16800           22900
## 1292         4750.0       0.40658228          18700           19600
## 1293         5570.0       0.45978986          18700           22500
## 1294         6334.0       0.48332546          36500           49200
## 1295         4750.0       0.38984375          15000           14600
## 1296         5500.0       0.39390292          33400           51100
## 1297         4750.0       0.34084821          21000           28900
## 1298         9500.0       0.43133747          32400           47000
## 1299         4750.0       0.33452893          17900           22200
## 1300         6000.0       0.43572615          21800           26400
## 1301         3801.5       0.28336980          18600           20000
## 1302         6334.0       0.37409639          19200           22500
## 1303         4867.0       0.37672456          27700           27400
## 1304         4750.0       0.35348226          18000           20600
## 1305         6346.0       0.47878261          28500           40700
## 1306         3500.0       0.35348193          19300           25900
## 1307         4750.0       0.45902649          18600           21500
## 1308         6785.0       0.44661549          24000           33300
## 1309         3751.0       0.33825598          18600           20300
## 1310         3239.0       0.40830116          24500           20400
## 1311         4652.5       0.32472989          18400           23500
## 1312         7834.0       0.49267395          25800           33400
## 1313         4750.0       0.31917717          19600           24400
## 1314         6275.0       0.42901235          21000           23000
## 1315         4750.0       0.37349398          15600           13800
## 1316         6690.0       0.34650957          21400           28300
## 1317         3008.5       0.23487032          19700           21500
## 1318         9334.0       0.51712329          59900           25300
## 1319         8807.0       0.49761223          29100           35300
## 1320         5500.0       0.39390292          33400           51100
## 1321         4726.5       0.44943820          14800           15200
## 1322         7334.0       0.31819646          27900           32400
## 1323         7334.0       0.31819646          27900           32400
## 1324         6334.0       0.47163121          25500           33300
## 1325         5500.0       0.39390292          33400           51100
## 1326         5500.0       0.39390292          33400           51100
## 1327         5500.0       0.39390292          33400           51100
## 1328         4750.0       0.24173318          21800           31900
## 1329         9500.0       0.37397260          19100           20400
## 1330         6334.0       0.29703190          29300           38800
## 1331         6334.0       0.29703190          29300           38800
## 1332         6334.0       0.29703190          29300           38800
## 1333         6861.0       0.41134752          17700           19900
## 1334         6894.0       0.46470588          18100           19400
## 1335         4285.0       0.53436426          19300           27300
## 1336         4750.0       0.34084821          21000           28900
## 1337         5736.0       0.53900536          32500           37000
## 1338         4750.0       0.45902649          18600           21500
## 1339         4750.0       0.45902649          18600           21500
## 1340         4750.0       0.38837675          23300           21500
## 1341         6334.0       0.30221300          22300           29500
## 1342         3500.0       0.28286853          22200           28900
## 1343         3500.0       0.22665370          23500           25200
## 1344         6334.0       0.30221300          22300           29500
## 1345         5500.0       0.39390292          33400           51100
## 1346        10500.0       0.47033595          33300           43600
## 1347         6334.0       0.29703190          29300           38800
## 1348         6334.0       0.29703190          29300           38800
## 1349         6334.0       0.29703190          29300           38800
## 1350         6334.0       0.44207890          21500           27200
## 1351         5500.0       0.39390292          33400           51100
## 1352         5500.0       0.39390292          33400           51100
## 1353         4088.5       0.18261413          19800           22900
## 1354         4750.0       0.45902649          18600           21500
## 1355         4750.0       0.45902649          18600           21500
## 1356         4750.0       0.45902649          18600           21500
## 1357         4750.0       0.45902649          18600           21500
## 1358         6334.0       0.48656542          16600           22100
## 1359         4750.0       0.47051862          31300           28800
## 1360         9500.0       0.54036087          36200           42400
## 1361         4750.0       0.40658228          18700           19600
## 1362         4750.0       0.40658228          18700           19600
## 1363         4750.0       0.42911877          17400           19900
## 1364         3500.0       0.35955882          18600           19900
## 1365         4750.0       0.42006270          23300           26900
## 1366         4750.0       0.42006270          23300           26900
## 1367         4286.0       0.27512953          27500           34300
## 1368         6334.0       0.29703190          29300           38800
## 1369         6334.0       0.29703190          29300           38800
## 1370         6334.0       0.29703190          29300           38800
## 1371         6334.0       0.29703190          29300           38800
## 1372         5371.0       0.33710285          18500           22300
## 1373         5500.0       0.39390292          33400           51100
## 1374         5500.0       0.39390292          33400           51100
## 1375         5736.0       0.53900536          32500           37000
## 1376         5736.0       0.53900536          32500           37000
## 1377         6009.5       0.43122102          17300           17300
## 1378         4750.0       0.28754448          16800           22900
## 1379         5564.5       0.43234426          24100           29600
## 1380         4290.0       0.31451398          20900           27100
## 1381         4750.0       0.45902649          18600           21500
## 1382         4750.0       0.45902649          18600           21500
## 1383         2013.0       0.22098725          14900           18000
## 1384         5369.0       0.39470813          20500           22400
## 1385         6334.0       0.47163121          25500           33300
## 1386         5736.0       0.53900536          32500           37000
## 1387         3500.0       0.35348193          19300           25900
## 1388         6092.5       0.34280532          21900           24300
## 1389         6334.0       0.29703190          29300           38800
## 1390         6334.0       0.29703190          29300           38800
## 1391         4750.0       0.45165622          26100           32300
## 1392         4750.0       0.37044534          18000           24000
## 1393         5945.5       0.41768416          20100           25300
## 1394         3969.0       0.36447520          22700           23500
## 1395         4039.0       0.37988281          20000           33900
## 1396         7667.0       0.36157480          17600           21900
## 1397         6334.0       0.45446097          17600           23000
## 1398         6931.0       0.39911308          23400           23700
## 1399         5367.0       0.35546875          19600           22400
## 1400         9500.0       0.43133747          32400           47000
## 1401        12500.0       0.40949101          61300           52600
## 1402        12500.0       0.40949101          61300           52600
## 1403         4750.0       0.45902649          18600           21500
## 1404         4750.0       0.45902649          18600           21500
## 1405         4750.0       0.45902649          18600           21500
## 1406         4750.0       0.45902649          18600           21500
## 1407         4750.0       0.45902649          18600           21500
## 1408         5221.0       0.32275641          14700           18900
## 1409         5945.5       0.41768416          20100           25300
## 1410         4029.0       0.36962306          18400           22000
## 1411         6334.0       0.48656542          16600           22100
## 1412         6334.0       0.40760475          23500           30500
## 1413         6334.0       0.44207890          21500           27200
## 1414         6275.0       0.42901235          21000           23000
## 1415         6827.5       0.47249035          30100           28700
## 1416         4750.0       0.37485898          21600           19200
## 1417         4290.0       0.31451398          20900           27100
## 1418         5500.0       0.34000000          17900           18500
## 1419         4646.0       0.34051835          22500           23700
## 1420         3898.0       0.48982668          23400           31100
## 1421         6334.0       0.29703190          29300           38800
## 1422         6334.0       0.29703190          29300           38800
## 1423         6334.0       0.29703190          29300           38800
## 1424         5216.0       0.30865103          21100           23200
## 1425         5000.0       0.33258553          20800           26000
## 1426         6334.0       0.48332546          36500           49200
## 1427         4750.0       0.45902649          18600           21500
## 1428         4750.0       0.45902649          18600           21500
## 1429         7334.0       0.31819646          27900           32400
## 1430         4867.0       0.37672456          27700           27400
## 1431         4750.0       0.36518047          14700           14300
## 1432         6334.0       0.31637650          26100           29100
## 1433         3668.0       0.32575758          17200           18400
## 1434         3880.0       0.28880866          17000           18700
## 1435         4088.5       0.18261413          19800           22900
## 1436         7667.0       0.36157480          17600           21900
## 1437         5895.5       0.52072660          28600           42300
## 1438         4260.0       0.35444854          23300           25100
## 1439         4750.0       0.28754448          16800           22900
## 1440         3518.0       0.39389068          20900           24300
## 1441         4750.0       0.45902649          18600           21500
## 1442         4750.0       0.45902649          18600           21500
## 1443         5723.0       0.21058434          15900           25200
## 1444         3500.0       0.25891473          15000           16800
## 1445         4750.0       0.39814232          26300           34200
## 1446         4750.0       0.39814232          26300           34200
## 1447         3640.5       0.35669870          19400           40600
## 1448         6334.0       0.31637650          26100           29100
## 1449         6334.0       0.31637650          26100           29100
## 1450         5497.0       0.43576826          15900           17900
## 1451         3569.0       0.44066148          14200           14400
## 1452         8366.0       0.42486085          16400           26600
## 1453         6334.0       0.48332546          36500           49200
## 1454         6334.0       0.36873530          26400           32600
## 1455         5553.0       0.39308176          16100           19500
## 1456         6009.5       0.43122102          17300           17300
## 1457         6931.0       0.39911308          23400           23700
## 1458         4750.0       0.47051862          31300           28800
## 1459         4750.0       0.47051862          31300           28800
## 1460         6334.0       0.29703190          29300           38800
## 1461         6334.0       0.29703190          29300           38800
## 1462         6334.0       0.29703190          29300           38800
## 1463         6334.0       0.29703190          29300           38800
## 1464         6334.0       0.29703190          29300           38800
## 1465         5895.5       0.52072660          28600           42300
## 1466         3357.0       0.25652714          16400           19800
## 1467         4867.0       0.37672456          27700           27400
## 1468         4750.0       0.37044534          18000           24000
## 1469         4750.0       0.35796270          21900           22600
## 1470         3353.5       0.30470016          25900           31600
## 1471         3500.0       0.41993387          28600           28700
## 1472         6334.0       0.48656542          16600           22100
## 1473         5221.0       0.32275641          14700           18900
## 1474         5343.0       0.33959900          15700           15100
## 1475         3500.0       0.28286853          22200           28900
## 1476         5945.5       0.41768416          20100           25300
## 1477         5945.5       0.41768416          20100           25300
## 1478        12500.0       0.40949101          61300           52600
## 1479         4479.0       0.28733306          24800           31300
## 1480         4097.0       0.34410112          15800           15200
## 1481         6334.0       0.29703190          29300           38800
## 1482         5500.0       0.39390292          33400           51100
## 1483         6273.0       0.38424493          27100           36100
## 1484         6334.0       0.31637650          26100           29100
## 1485        12500.0       0.40949101          61300           52600
## 1486         5216.0       0.30865103          21100           23200
## 1487         4750.0       0.45902649          18600           21500
## 1488         4750.0       0.45902649          18600           21500
## 1489         4750.0       0.32721382          22200           22200
## 1490         6132.0       0.48929305          21400           23900
## 1491         3202.5       0.39068100          12800           15500
## 1492         4646.0       0.34051835          22500           23700
## 1493         3991.0       0.25189647          19600           23800
## 1494         3991.0       0.25189647          19600           23800
## 1495         4750.0       0.24214993          21300           28800
## 1496         4867.0       0.37672456          27700           27400
## 1497         6334.0       0.29703190          29300           38800
## 1498         6334.0       0.29703190          29300           38800
## 1499         4379.0       0.35860839          16300           19600
## 1500         3863.0       0.31564626          16100           19300
## 1501         5500.0       0.39390292          33400           51100
## 1502         4012.0       0.38406489          24100           25200
## 1503         4750.0       0.41972973          21100           26700
## 1504         3957.5       0.43916038          16300           20400
## 1505         8750.0       0.41056911          23600           26300
## 1506         4750.0       0.37044534          18000           24000
## 1507         3991.0       0.25189647          19600           23800
## 1508         3959.0       0.35282258          24800           31300
## 1509         6334.0       0.37413074          21900           25400
## 1510         4750.0       0.36989247          24800           26900
##      RPY_3YR_RT_SUPP  CDR3 Associate's-degree Bachelor's-degree
## 1         0.54844341 0.070                  0                 1
## 2         0.16915786 0.190                  0                 1
## 3         0.73487375 0.064                  0                 1
## 4         0.71959459 0.091                  0                 1
## 5         0.34313202 0.145                  0                 1
## 6         0.58254717 0.140                  0                 1
## 7         0.40428937 0.133                  0                 1
## 8         0.48905109 0.296                  1                 0
## 9         0.25207756 0.214                  0                 1
## 10        0.77202073 0.026                  0                 1
## 11        0.62800000 0.084                  0                 1
## 12        0.16876122 0.199                  0                 1
## 13        0.36913646 0.141                  0                 1
## 14        0.55460993 0.123                  0                 1
## 15        0.57209302 0.070                  0                 1
## 16        0.11902407 0.193                  1                 0
## 17        0.23496188 0.268                  0                 1
## 18        0.30376516 0.153                  0                 0
## 19        0.28413575 0.254                  0                 0
## 20        0.11512718 0.157                  0                 0
## 21        0.34421365 0.239                  0                 1
## 22        0.24260652 0.262                  1                 0
## 23        0.38267717 0.186                  0                 0
## 24        0.26150628 0.177                  0                 0
## 25        0.26150628 0.177                  0                 0
## 26        0.33865815 0.264                  0                 0
## 27        0.26198408 0.190                  0                 1
## 28        0.42436975 0.162                  0                 0
## 29        0.26156837 0.286                  1                 0
## 30        0.24756447 0.327                  0                 0
## 31        0.55678670 0.093                  0                 1
## 32        0.31812865 0.211                  0                 0
## 33        0.39848485 0.115                  0                 0
## 34        0.24133273 0.229                  0                 0
## 35        0.43208763 0.108                  0                 1
## 36        0.10182768 0.274                  1                 0
## 37        0.52548330 0.184                  0                 1
## 38        0.50855746 0.106                  0                 0
## 39        0.35038760 0.321                  0                 0
## 40        0.68149883 0.103                  0                 1
## 41        0.45546559 0.199                  0                 0
## 42        0.39669421 0.258                  0                 0
## 43        0.60305344 0.077                  0                 1
## 44        0.30949966 0.108                  0                 0
## 45        0.13152401 0.214                  0                 0
## 46        0.15956284 0.326                  1                 0
## 47        0.50367647 0.095                  0                 0
## 48        0.51293103 0.031                  0                 0
## 49        0.71654198 0.039                  0                 1
## 50        0.27079935 0.300                  0                 0
## 51        0.47875354 0.116                  0                 1
## 52        0.44495413 0.121                  0                 0
## 53        0.45111111 0.191                  1                 0
## 54        0.64297800 0.089                  0                 1
## 55        0.64575485 0.086                  0                 1
## 56        0.77406049 0.035                  0                 1
## 57        0.21849866 0.292                  1                 0
## 58        0.43096234 0.251                  1                 0
## 59        0.78867925 0.091                  0                 1
## 60        0.30144928 0.296                  1                 0
## 61        0.63848831 0.048                  0                 1
## 62        0.70481928 0.047                  0                 1
## 63        0.37237237 0.175                  1                 0
## 64        0.74666667 0.060                  0                 1
## 65        0.42944785 0.168                  0                 1
## 66        0.26906780 0.256                  1                 0
## 67        0.35982340 0.168                  0                 0
## 68        0.68509213 0.056                  0                 1
## 69        0.46097561 0.123                  0                 0
## 70        0.62535873 0.109                  1                 0
## 71        0.62535873 0.109                  1                 0
## 72        0.29765886 0.350                  1                 0
## 73        0.60978044 0.072                  0                 1
## 74        0.40058055 0.201                  1                 0
## 75        0.26156837 0.286                  1                 0
## 76        0.26156837 0.286                  1                 0
## 77        0.61083744 0.092                  0                 1
## 78        0.32146733 0.158                  0                 1
## 79        0.51162791 0.116                  1                 0
## 80        0.38394794 0.202                  1                 0
## 81        0.39622642 0.247                  1                 0
## 82        0.25454545 0.220                  1                 0
## 83        0.79583333 0.045                  0                 1
## 84        0.16202091 0.281                  0                 0
## 85        0.34384273 0.228                  0                 0
## 86        0.36901408 0.177                  1                 0
## 87        0.55967078 0.123                  1                 0
## 88        0.62542955 0.141                  0                 1
## 89        0.38362069 0.253                  1                 0
## 90        0.51736111 0.106                  0                 0
## 91        0.64402174 0.074                  0                 1
## 92        0.21775251 0.192                  0                 0
## 93        0.13182200 0.260                  0                 0
## 94        0.20835509 0.209                  0                 0
## 95        0.51949478 0.074                  0                 1
## 96        0.52777778 0.102                  0                 0
## 97        0.47388535 0.030                  0                 0
## 98        0.39069767 0.278                  1                 0
## 99        0.31613977 0.218                  0                 0
## 100       0.71922055 0.031                  0                 1
## 101       0.74503311 0.031                  0                 1
## 102       0.42222222 0.162                  1                 0
## 103       0.80511974 0.041                  0                 1
## 104       0.41954887 0.165                  1                 0
## 105       0.29750271 0.219                  1                 0
## 106       0.14371517 0.282                  1                 0
## 107       0.44255875 0.159                  1                 0
## 108       0.28659656 0.256                  1                 0
## 109       0.64615385 0.020                  0                 0
## 110       0.17872268 0.225                  0                 1
## 111       0.32062471 0.217                  0                 0
## 112       0.35634029 0.277                  1                 0
## 113       0.54022989 0.155                  0                 0
## 114       0.46268657 0.190                  1                 0
## 115       0.27439024 0.100                  0                 0
## 116       0.42569270 0.215                  1                 0
## 117       0.81260274 0.022                  0                 1
## 118       0.91081081 0.020                  0                 1
## 119       0.72079208 0.064                  0                 1
## 120       0.50452080 0.080                  1                 0
## 121       0.65237167 0.054                  0                 1
## 122       0.65903783 0.059                  0                 1
## 123       0.43429487 0.137                  1                 0
## 124       0.56676136 0.162                  0                 0
## 125       0.57751938 0.143                  0                 0
## 126       0.17777778 0.256                  0                 0
## 127       0.38158819 0.179                  1                 0
## 128       0.36288760 0.231                  1                 0
## 129       0.29824561 0.363                  0                 0
## 130       0.25706569 0.203                  0                 1
## 131       0.57367668 0.129                  0                 1
## 132       0.44642857 0.109                  0                 0
## 133       0.37309645 0.319                  1                 0
## 134       0.42681804 0.211                  1                 0
## 135       0.62870855 0.049                  0                 1
## 136       0.58273381 0.059                  0                 1
## 137       0.28621291 0.288                  1                 0
## 138       0.39508507 0.291                  0                 0
## 139       0.22522523 0.202                  0                 0
## 140       0.44633902 0.085                  0                 1
## 141       0.50434783 0.225                  0                 0
## 142       0.53012048 0.140                  0                 0
## 143       0.67104808 0.070                  0                 1
## 144       0.63397548 0.148                  0                 0
## 145       0.70877354 0.053                  0                 1
## 146       0.42647059 0.192                  1                 0
## 147       0.36885246 0.204                  0                 0
## 148       0.75960952 0.041                  0                 1
## 149       0.66074951 0.047                  0                 1
## 150       0.58695652 0.029                  1                 0
## 151       0.61970113 0.077                  0                 1
## 152       0.87726639 0.019                  0                 1
## 153       0.53181077 0.233                  1                 0
## 154       0.45149912 0.190                  1                 0
## 155       0.27049180 0.136                  0                 1
## 156       0.54063927 0.197                  0                 1
## 157       0.45785219 0.080                  0                 1
## 158       0.82484725 0.026                  0                 1
## 159       0.68265683 0.105                  0                 1
## 160       0.83219844 0.015                  0                 1
## 161       0.32960894 0.142                  0                 1
## 162       0.30232558 0.184                  0                 0
## 163       0.55493482 0.085                  0                 1
## 164       0.17233809 0.177                  0                 0
## 165       0.47169811 0.073                  0                 1
## 166       0.41573034 0.392                  1                 0
## 167       0.75182482 0.061                  0                 1
## 168       0.34036145 0.189                  0                 1
## 169       0.39314212 0.183                  1                 0
## 170       0.63147974 0.058                  0                 1
## 171       0.15298935 0.199                  0                 0
## 172       0.64903846 0.110                  0                 1
## 173       0.23220974 0.308                  1                 0
## 174       0.10918499 0.190                  0                 0
## 175       0.43281938 0.196                  1                 0
## 176       0.25943190 0.268                  0                 1
## 177       0.22048067 0.185                  1                 0
## 178       0.44000000 0.162                  1                 0
## 179       0.27555556 0.146                  0                 0
## 180       0.36363636 0.067                  0                 1
## 181       0.19108911 0.357                  0                 0
## 182       0.09899889 0.193                  0                 0
## 183       0.39772727 0.041                  0                 1
## 184       0.50506757 0.178                  1                 0
## 185       0.10831968 0.232                  0                 0
## 186       0.39961203 0.163                  1                 0
## 187       0.50000000 0.115                  1                 0
## 188       0.40296357 0.115                  0                 1
## 189       0.39316512 0.195                  1                 0
## 190       0.70069930 0.061                  0                 1
## 191       0.67575083 0.069                  0                 1
## 192       0.61000000 0.148                  0                 1
## 193       0.41652614 0.179                  1                 0
## 194       0.66666667 0.077                  0                 1
## 195       0.31064483 0.194                  1                 0
## 196       0.26687117 0.241                  0                 0
## 197       0.17910448 0.147                  0                 1
## 198       0.41935484 0.208                  1                 0
## 199       0.38515464 0.118                  0                 1
## 200       0.35745640 0.234                  0                 1
## 201       0.32233223 0.260                  1                 0
## 202       0.50038850 0.169                  1                 0
## 203       0.30000000 0.175                  1                 0
## 204       0.23584906 0.180                  1                 0
## 205       0.38341158 0.119                  0                 0
## 206       0.37466307 0.116                  0                 1
## 207       0.29963570 0.275                  0                 1
## 208       0.68499534 0.169                  0                 1
## 209       0.14317673 0.218                  0                 1
## 210       0.69724771 0.063                  0                 0
## 211       0.22741680 0.211                  0                 1
## 212       0.65656566 0.127                  0                 0
## 213       0.69329897 0.052                  0                 1
## 214       0.49526917 0.092                  0                 1
## 215       0.66513761 0.085                  0                 1
## 216       0.31890013 0.097                  1                 0
## 217       0.66547192 0.042                  0                 1
## 218       0.38461538 0.298                  0                 0
## 219       0.43181818 0.196                  1                 0
## 220       0.77300614 0.045                  0                 1
## 221       0.71533923 0.062                  0                 1
## 222       0.48242075 0.222                  1                 0
## 223       0.63716814 0.096                  0                 1
## 224       0.84752224 0.042                  0                 1
## 225       0.20325203 0.415                  0                 0
## 226       0.64000000 0.128                  0                 1
## 227       0.20279720 0.112                  0                 0
## 228       0.61946903 0.132                  1                 0
## 229       0.25441040 0.137                  0                 1
## 230       0.25683060 0.184                  0                 0
## 231       0.24804549 0.280                  0                 0
## 232       0.20325203 0.415                  0                 0
## 233       0.63484818 0.062                  0                 1
## 234       0.35745640 0.234                  0                 1
## 235       0.37083333 0.084                  0                 0
## 236       0.46131078 0.183                  1                 0
## 237       0.67240011 0.067                  0                 1
## 238       0.49395161 0.193                  0                 0
## 239       0.57213930 0.118                  0                 0
## 240       0.62154942 0.068                  0                 1
## 241       0.87384615 0.032                  0                 1
## 242       0.81920000 0.034                  0                 1
## 243       0.32146733 0.158                  0                 1
## 244       0.23496188 0.268                  0                 1
## 245       0.47317073 0.113                  1                 0
## 246       0.52555911 0.144                  1                 0
## 247       0.56191744 0.206                  0                 0
## 248       0.43070539 0.251                  0                 0
## 249       0.78431953 0.059                  0                 1
## 250       0.29687500 0.263                  1                 0
## 251       0.25342466 0.136                  1                 0
## 252       0.75326797 0.067                  0                 1
## 253       0.45540247 0.064                  0                 1
## 254       0.69784070 0.098                  0                 1
## 255       0.37614679 0.032                  0                 0
## 256       0.41705757 0.231                  1                 0
## 257       0.36912752 0.184                  0                 0
## 258       0.70483005 0.095                  0                 1
## 259       0.21255350 0.230                  1                 0
## 260       0.70427350 0.073                  0                 1
## 261       0.28901734 0.056                  0                 0
## 262       0.08683473 0.262                  1                 0
## 263       0.45410628 0.160                  1                 0
## 264       0.70850829 0.077                  0                 1
## 265       0.45641026 0.179                  0                 1
## 266       0.42134831 0.107                  0                 0
## 267       0.86956522 0.028                  0                 1
## 268       0.77303371 0.080                  0                 1
## 269       0.62679426 0.113                  0                 1
## 270       0.23230089 0.216                  1                 0
## 271       0.57870673 0.049                  0                 1
## 272       0.40444444 0.123                  0                 1
## 273       0.26156837 0.286                  1                 0
## 274       0.24260652 0.262                  1                 0
## 275       0.35273973 0.180                  0                 0
## 276       0.31680966 0.339                  0                 0
## 277       0.72180451 0.104                  0                 1
## 278       0.24260652 0.262                  1                 0
## 279       0.61273210 0.118                  0                 1
## 280       0.62175649 0.069                  0                 1
## 281       0.69193154 0.104                  0                 1
## 282       0.49605055 0.078                  0                 1
## 283       0.15954416 0.258                  0                 0
## 284       0.70992366 0.087                  0                 1
## 285       0.82571912 0.030                  0                 1
## 286       0.61641992 0.134                  0                 1
## 287       0.62158470 0.109                  0                 1
## 288       0.49559795 0.216                  1                 0
## 289       0.57434211 0.200                  1                 0
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  #git rid of the factor coloumns which have been converted to the dummy variable.
data_ready2 = data_combine_t[,-c(1:2)]
glimpse(data_ready2)
## Observations: 1,510
## Variables: 20
## $ NPT4_COMBINE       <int> 15123, 11029, 16284, 22544, 18500, 18650, 1...
## $ DEP_STAT_PCT_IND   <dbl> 0.33031333, 0.18082976, 0.10692168, 0.04166...
## $ PAR_ED_PCT_1STGEN  <dbl> 0.3459119, 0.4035491, 0.1828058, 0.1683417,...
## $ MD_FAMINC          <dbl> 35359.882, 20444.531, 75752.736, 75354.439,...
## $ PCTPELL            <dbl> 0.3680, 0.7752, 0.1754, 0.2199, 0.7657, 0.4...
## $ PCTFLOAN           <dbl> 0.5529, 0.8157, 0.3714, 0.5103, 0.9334, 0.7...
## $ GRAD_DEBT_MDN      <dbl> 20500.0, 31000.0, 21500.0, 26495.0, 21250.0...
## $ WDRAW_DEBT_MDN     <dbl> 8650.0, 9500.0, 11500.0, 8750.0, 8250.0, 68...
## $ APPL_SCH_PCT_GE2   <dbl> 0.4988675, 0.6795422, 0.3998179, 0.7132353,...
## $ MD_EARN_WNE_P6     <int> 33300, 20300, 36400, 26600, 29100, 29900, 2...
## $ MD_EARN_WNE_P10    <int> 39700, 26600, 45700, 44200, 37200, 36500, 3...
## $ RPY_3YR_RT_SUPP    <dbl> 0.5484434, 0.1691579, 0.7348737, 0.7195946,...
## $ CDR3               <dbl> 0.070, 0.190, 0.064, 0.091, 0.145, 0.140, 0...
## $ Associate's-degree <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0...
## $ Bachelor's-degree  <dbl> 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1...
## $ Certificate-degree <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...
## $ NotClassified      <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...
## $ Private For-profit <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...
## $ Private Nonprofit  <dbl> 0, 0, 0, 1, 1, 1, 0, 0, 1, 1, 1, 1, 0, 0, 1...
## $ Public             <dbl> 1, 1, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 1, 1, 0...
data_ready2
##      NPT4_COMBINE DEP_STAT_PCT_IND PAR_ED_PCT_1STGEN  MD_FAMINC PCTPELL
## 1           15123       0.33031333        0.34591195  35359.882  0.3680
## 2           11029       0.18082976        0.40354913  20444.531  0.7752
## 3           16284       0.10692168        0.18280577  75752.736  0.1754
## 4           22544       0.04166667        0.16834171  75354.439  0.2199
## 5           18500       0.60715990        0.45394007  24938.843  0.7657
## 6           18650       0.26666667        0.36251710  42377.916  0.4194
## 7           15688       0.29831933        0.41406041  34371.089  0.4743
## 8           11899       0.13938053        0.25925926  47894.486  0.4377
## 9           25377       0.23946360        0.23566879  36228.653  0.5074
## 10          23528       0.16611296        0.17268623  76602.541  0.1553
## 11          18818       0.12393888        0.27836879  57702.421  0.3723
## 12          17421       0.12519810        0.40933573  22609.745  0.7817
## 13          11259       0.64726363        0.46254399  25133.654  0.4814
## 14          12930       0.55538866        0.41036717  32984.854  0.2176
## 15          32617       0.57558140        0.41176471  37809.937  0.2827
## 16          18358       0.82963901        0.59146878   8376.345  0.8474
## 17          21818       0.52774194        0.43945469  14864.649  0.7321
## 18          19229       0.92993348        0.57095047  19829.478  0.5589
## 19          19956       0.67855679        0.55154505  16520.350  0.4842
## 20          24215       0.75107604        0.56328321  12830.149  0.7068
## 21          41891       0.63265306        0.40350877  18805.287  0.2656
## 22          20722       0.71670978        0.52623421  14933.859  0.8621
## 23           4122       0.50748580        0.51175743  19786.276  0.3347
## 24          12626       0.61556604        0.49857550  16726.347  0.6667
## 25          12184       0.61556604        0.49857550  16726.347  0.6902
## 26          11575       0.54058876        0.48342246  22173.876  0.6175
## 27          17680       0.84485206        0.50036521  22976.456  0.5300
## 28          14667       0.66416040        0.51562500  13449.357  0.6552
## 29          22258       0.76596279        0.52367531  17679.941  0.7582
## 30          19448       0.66620737        0.56603774  15935.061  0.5097
## 31          14202       0.35153729        0.37195008  41330.910  0.4085
## 32           7618       0.66731075        0.58612182  14924.975  0.4700
## 33          16786       0.66280957        0.50567939  20438.010  0.6071
## 34           9300       0.89662028        0.54776705  12686.936  0.2906
## 35          22440       0.97640653        0.53065775  18491.817  0.3913
## 36          17309       0.33976834        0.50974659  14910.832  0.8365
## 37           9156       0.42883413        0.50746915  29397.517  0.4570
## 38          13960       0.68750000        0.44804318  28863.855  0.4894
## 39           5822       0.52091503        0.57397770  19344.162  0.6225
## 40          17162       0.04472843        0.22948074  65703.288  0.2773
## 41           3745       0.47858017        0.56459672  21053.770  0.6006
## 42          10071       0.54641148        0.58352668  15872.855  0.6337
## 43          10690       0.17977528        0.48672566  35031.464  0.5363
## 44          24287       0.55751374        0.57853893  15320.627  0.6898
## 45          23066       0.75164835        0.54603175   5795.320  0.7506
## 46           6137       0.57788692        0.59491128   8152.160  0.5021
## 47          16923       0.77628866        0.57839721      0.000  0.7834
## 48          21777       0.78674352        0.31147541      0.000  1.0000
## 49          27448       0.42088819        0.34225249  56231.429  0.2781
## 50           2936       0.44034054        0.63892542  15044.540  0.4518
## 51          27742       0.34117647        0.27922078  26980.869  0.4008
## 52          19748       0.78317152        0.56363636  24156.545  0.7961
## 53           6669       0.49050221        0.46932618  15959.258  0.2461
## 54          29459       0.27355072        0.28007890  39192.742  0.3462
## 55          10638       0.36996992        0.44444444  27648.945  0.5014
## 56          13358       0.09429534        0.40028729  35878.202  0.4001
## 57          22830       0.72070015        0.52785924  19860.070  0.6832
## 58          18306       0.58598726        0.39015152  19019.187  0.4474
## 59          17512       0.26027397        0.23039216  47906.638  0.3442
## 60           5784       0.47261850        0.54606061  14979.323  0.2658
## 61          32222       0.10910691        0.18181818  74466.702  0.2209
## 62          24538       0.29639402        0.31549296  58289.329  0.2928
## 63           2300       0.38431151        0.55827620  17771.661  0.3283
## 64          25504       0.29836066        0.35955056  35972.078  0.3701
## 65          25681       0.26600985        0.37569061  29547.703  0.4479
## 66           8113       0.41634822        0.56226667  15115.192  0.2722
## 67          14268       0.63522013        0.67055394  13613.734  0.7949
## 68          32733       0.27704485        0.31168831  59127.438  0.3297
## 69          16640       0.61379310        0.61420345  11616.285  0.7428
## 70          36453       0.15981612        0.34192961  46313.496  0.3520
## 71          34451       0.15981612        0.34192961  46313.496  0.4209
## 72           4350       0.37860613        0.54823422  14066.281  0.3945
## 73          16138       0.60817805        0.45163278  32684.025  0.5988
## 74           4765       0.36844444        0.53872832  17640.438  0.2350
## 75          22553       0.76596279        0.52367531  17679.941  0.6383
## 76          21800       0.76596279        0.52367531  17679.941  0.7423
## 77          15727       0.25666667        0.37269373  38915.286  0.3875
## 78          26279       0.67956011        0.49612745  16074.637  0.6011
## 79           8366       0.45868328        0.54678144  15441.894  0.3272
## 80           7525       0.40857726        0.52904977  14495.628  0.3256
## 81           5323       0.56440022        0.52356021   9861.717  0.3013
## 82           8124       0.42316580        0.68589175  17086.184  0.3228
## 83          36398       0.09108434        0.19877987  78521.610  0.2009
## 84          19171       0.61542364        0.62996255  10833.678  0.5533
## 85          18087       0.61306284        0.56350741  19902.183  0.4148
## 86           8868       0.65654450        0.44649934   8773.899  0.2510
## 87          19721       0.07993475        0.37115385  40381.790  0.3944
## 88          22751       0.11081794        0.39880952  55399.909  0.3574
## 89           8353       0.44363839        0.51746258  18089.828  0.1451
## 90           3219       0.42328649        0.48308849  17890.188  0.1774
## 91          24547       0.34785354        0.48253968  37137.992  0.5635
## 92          19258       0.68968872        0.54359926  12080.415  0.7198
## 93          22464       0.64605544        0.56390977   3868.113  0.8013
## 94          22513       0.69098361        0.59709153  10484.261  0.7927
## 95          20776       0.89914977        0.44801865  30908.645  0.3586
## 96           9338       0.59829060        0.53886010  19278.811  0.5503
## 97          17912       0.60137457        0.65330444  14214.340  0.9651
## 98           8840       0.44933517        0.44187359  14865.566  0.1498
## 99          24606       0.70443686        0.51083032  20923.213  0.4948
## 100         27605       0.15221239        0.33265167  50315.134  0.4185
## 101         27540       0.16869424        0.21850900  63852.771  0.2075
## 102         35369       0.64130435        0.43965517  17434.754  0.5167
## 103         24523       0.10694334        0.24602510  70914.739  0.2723
## 104          6300       0.40225367        0.55400517  16868.069  0.3353
## 105          5430       0.50866795        0.58267223  12116.284  0.3408
## 106         25864       0.78848353        0.53361892  13186.935  0.3889
## 107          6107       0.41689966        0.52406938  17875.487  0.1722
## 108         19329       0.63685637        0.59427099  16349.125  0.8855
## 109          6102       0.40030753        0.51708575  17998.883  0.1465
## 110         26021       0.76987908        0.54686328  13793.389  0.7360
## 111         19035       0.63950490        0.52746479  18680.404  0.6515
## 112          4586       0.54415454        0.51661631  12783.905  0.3528
## 113          2901       0.70784884        0.54233871  10229.060  0.8234
## 114          4741       0.50563063        0.51774429  16163.560  0.2221
## 115         27934       0.52098765        0.46846847  18748.387  0.6000
## 116          4653       0.35349621        0.57602339  18887.475  0.2431
## 117         25890       0.10054880        0.22419929  50385.566  0.2265
## 118         28047       0.02554745        0.18198874  81122.220  0.2147
## 119         25880       0.07904192        0.37466667  65345.922  0.3853
## 120         20119       0.51657941        0.35521236  27288.637  0.5031
## 121         16327       0.46539476        0.34222222  32082.892  0.2821
## 122         14305       0.36209887        0.29435015  42248.937  0.3221
## 123         21569       0.72386588        0.44589774  23611.126  0.6727
## 124          5036       0.53663679        0.36582501  26098.360  0.1633
## 125         10977       0.42883895        0.43551797  34776.276  0.2145
## 126         13062       0.72115385        0.54794521   9138.166  0.8365
## 127         19053       0.69994443        0.50187529  21107.574  0.5601
## 128          9199       0.64194515        0.53312258  14971.946  0.4726
## 129         19325       0.47274529        0.51049790  24041.624  0.6883
## 130         22208       0.53754548        0.60121552  19601.880  0.7164
## 131         13409       0.21833162        0.31683168  43531.626  0.3252
## 132         13525       0.63926941        0.50259067  23129.310  0.5077
## 133         10530       0.38188976        0.57528090  26512.009  0.3711
## 134         12950       0.69468284        0.43583588  21079.686  0.4467
## 135         21639       0.71229698        0.38565679  42320.588  0.3121
## 136         27334       0.44858156        0.35714286  36632.230  0.3748
## 137         12528       0.82134293        0.46947674  19168.811  0.7994
## 138         10177       0.56384743        0.55237154  20357.379  0.5307
## 139         13065       0.59909910        0.54022989  20715.108  0.6777
## 140         25155       0.58390023        0.48539638  38835.262  0.5175
## 141         17682       0.36923077        0.50000000  30568.879  0.3158
## 142          6103       0.55149502        0.47480106  24414.103  0.3438
## 143         15832       0.23066841        0.38612440  55209.691  0.3153
## 144         31950       0.70998415        0.46067416  29561.908  0.2519
## 145         27525       0.10834277        0.26663944  73022.706  0.2625
## 146          3894       0.50889680        0.55525606  20253.227  0.3682
## 147         14970       0.65048544        0.58394161  16455.548  0.4820
## 148         36805       0.16943005        0.28094195  96058.637  0.1740
## 149         22533       0.32179931        0.42125984  54614.920  0.2871
## 150         15084       0.69230769        0.48267898  37829.297  0.2517
## 151         12934       0.20000000        0.40031521  53824.299  0.3487
## 152         18587       0.03005464        0.20542083  54928.714  0.1357
## 153          4537       0.49923896        0.53828829  21930.289  0.1342
## 154          4813       0.53044253        0.51485149  22490.057  0.1315
## 155         17741       0.12155340        0.38090990  41029.280  0.5465
## 156         23287       0.11255411        0.42145594  45652.099  0.5250
## 157         14623       0.65872322        0.50816832  33175.046  0.3609
## 158         33931       0.12039474        0.15157750 111555.662  0.1285
## 159         27393       0.27067669        0.29508197  48052.687  0.2778
## 160         29402       0.13650573        0.13924051  85172.977  0.1377
## 161         16013       0.49885758        0.52971311  28517.190  0.6913
## 162         29104       0.66639871        0.45647969  18802.143  0.6593
## 163         32063       0.24493243        0.27554745  47406.987  0.2137
## 164         23816       0.80458716        0.51483871  17224.428  0.3493
## 165         21526       0.22222222        0.38281250  35714.977  0.5816
## 166          3508       0.44649446        0.54872881  21018.527  0.4420
## 167         18034       0.12962963        0.25291829  48390.681  0.5153
## 168         11241       0.16372965        0.40842160  28715.170  0.6700
## 169          7687       0.57834442        0.48339915  21405.399  0.4413
## 170         19927       0.24230554        0.31120332  51711.871  0.3318
## 171         39268       0.71289398        0.58633395  14878.986  0.8693
## 172         25814       0.20104439        0.32103321  57953.201  0.2925
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## 689         18097       0.33477884        0.40480592  52631.435  0.4368
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## 693         17291       0.28850575        0.36029412  60206.422  0.3462
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## 710         26355       0.82472613        0.69832402  10535.852  0.9925
## 711         17958       0.73939394        0.66000000  24625.895  0.4498
## 712         20190       0.86872587        0.65829146   9241.289  0.8679
## 713         20536       0.32867133        0.40800000  26665.848  0.6471
## 714         16457       0.84496124        0.61202186   8979.687  0.9879
## 715         19597       0.18341709        0.46442953  52162.622  0.4348
## 716         10262       0.29015748        0.41495829  38351.321  0.3610
## 717         20600       0.76596279        0.52367531  17679.941  0.8371
## 718          8767       0.79497908        0.48292683  18126.057  0.7105
## 719         18803       0.61877173        0.47189542  52327.088  0.4137
## 720         13476       0.55043685        0.38020833  43847.754  0.5393
## 721         11773       0.36183632        0.38914829  34706.478  0.3547
## 722          6479       0.56792018        0.54723708  18439.100  0.5671
## 723          5604       0.57048093        0.51717370  23084.343  0.3403
## 724          9858       0.73282443        0.54954955   9010.855  0.6552
## 725          8212       0.55417186        0.64144272  22389.264  0.6866
## 726          7396       0.47620216        0.42472094  30319.228  0.5131
## 727          6526       0.31869010        0.47598253  34221.350  0.4560
## 728          8107       0.61053775        0.50268162  20513.251  0.3863
## 729         18433       0.21947874        0.27623907  44936.603  0.4473
## 730         21556       0.77875752        0.52361809  15172.148  0.9058
## 731          8478       0.63240844        0.50457277  21058.661  0.4054
## 732          8794       0.41919443        0.50836120  27202.179  0.4984
## 733         10178       0.30890499        0.44528302  37066.243  0.4228
## 734          6100       0.50589391        0.55147929  22444.277  0.1571
## 735          9125       0.64886459        0.47207744  18799.350  0.5238
## 736          6443       0.52688172        0.56962025  21072.791  0.3277
## 737         20827       0.65282505        0.49225754  22657.571  0.4433
## 738         21019       0.47490706        0.38056680  44364.035  0.4208
## 739         13107       0.61013216        0.45949926  27630.389  0.5049
## 740         22630       0.76596279        0.52367531  17679.941  0.6752
## 741          8799       0.59109597        0.44390039  16183.669  0.6087
## 742         23842       0.04020752        0.13648649  66881.155  0.2134
## 743         11389       0.65420561        0.50716332  14071.564  0.5188
## 744         16677       0.33276019        0.30473213  45480.618  0.3392
## 745          8109       0.63095238        0.52054795   8974.800  0.8022
## 746          8450       0.68436267        0.44058259  17379.479  0.3995
## 747         12714       0.39558708        0.37254902  32910.569  0.3865
## 748          8744       0.41969697        0.51396161  23370.614  0.4405
## 749         10803       0.62253829        0.53394256  16142.333  0.6420
## 750         22753       0.19682540        0.29900332  61984.753  0.3411
## 751         21068       0.72423556        0.59047238  10927.544  0.8658
## 752         16075       0.25720095        0.42705570  40132.542  0.4378
## 753          6109       0.52313940        0.44839080  20266.204  0.4170
## 754         22998       0.01167728        0.17693169  78794.918  0.2708
## 755          8047       0.61437909        0.60144928  21701.051  0.3544
## 756         15876       0.58823529        0.45833333  14253.853  0.8010
## 757         26477       0.22466960        0.49746193  39514.604  0.5336
## 758         27501       0.36305008        0.45171773  26247.740  0.5731
## 759         20408       0.14671164        0.50847458  29690.168  0.7064
## 760         26588       0.21978022        0.37485172  58118.631  0.2350
## 761         18756       0.24524766        0.39230091  53637.268  0.3872
## 762         15932       0.36956522        0.39705882  39048.849  0.3716
## 763         31969       0.06821192        0.11903114  81731.666  0.1414
## 764         17336       0.48095238        0.48416887  36578.720  0.4412
## 765         17930       0.62436548        0.56608696  25568.952  0.5628
## 766         22831       0.36363636        0.29292929  40899.521  0.3887
## 767         22209       0.49291785        0.45168295  36119.506  0.5568
## 768         13341       0.21305842        0.49070100  23760.812  0.7853
## 769          9784       0.63333333        0.54491018  36328.744  0.6398
## 770         15297       0.20573356        0.42973373  52280.109  0.3964
## 771          9414       0.47035421        0.48130204  27221.151  0.3819
## 772         24929       0.10993250        0.36761711  73999.915  0.2688
## 773         25469       0.08423006        0.18805739  91972.783  0.2156
## 774         15514       0.11835817        0.38817402  65910.204  0.2949
## 775         25163       0.24538259        0.33145009  80313.998  0.2445
## 776         14600       0.63319672        0.53826531  11920.959  0.6241
## 777         13340       0.61764706        0.53623188  13823.419  0.6774
## 778         13337       0.63699422        0.47338936  13972.803  0.4930
## 779         14307       0.57249071        0.45285935  15420.820  0.5030
## 780         15333       0.61684211        0.53061224  13432.498  0.5668
## 781         18860       0.64088398        0.44720497  33755.379  0.5153
## 782         20066       0.11587079        0.31981982  66742.651  0.3443
## 783         24294       0.01132503        0.12383178 114974.810  0.1375
## 784         14514       0.57186544        0.57904412  15366.279  0.4386
## 785         15225       0.31311329        0.50203666  53955.484  0.3483
## 786         29698       0.50137994        0.39750260  69627.059  0.2219
## 787         23240       0.03020134        0.21465969  81889.453  0.2088
## 788         16526       0.09083681        0.40025907  67622.714  0.3145
## 789         18236       0.25572519        0.39638387  53448.308  0.3986
## 790         13673       0.24928202        0.51172137  27858.650  0.5854
## 791         19251       0.56565657        0.39971751  45862.968  0.3998
## 792         17381       0.75620767        0.50000000  19814.726  0.6628
## 793         14250       0.51520795        0.64183835  18352.198  0.7556
## 794         15285       0.09249743        0.42714127  60846.646  0.3808
## 795          6025       0.42827152        0.54978355  25351.891  0.4186
## 796          5703       0.77495108        0.57480315   9119.726  0.8462
## 797         20945       0.10912191        0.33242754  69729.233  0.3619
## 798         24672       0.03776554        0.19606235  87414.500  0.2035
## 799         19774       0.30717863        0.51650312  45243.010  0.4606
## 800         28735       0.16753247        0.18707941 110880.278  0.1184
## 801         18238       0.70314637        0.63030303   9942.135  0.7023
## 802          5896       0.65278934        0.59919840  14885.543  0.6793
## 803         10271       0.67626728        0.65838509  14173.096  0.6133
## 804         11220       0.54193548        0.58394161  18860.079  0.7432
## 805         13874       0.18970232        0.31458616  63904.242  0.3988
## 806         13418       0.18970232        0.31458616  63904.242  0.4835
## 807         14192       0.18970232        0.31458616  63904.242  0.3825
## 808         22584       0.18970232        0.31458616  63904.242  0.3493
## 809         17605       0.18970232        0.31458616  63904.242  0.3862
## 810         20983       0.18970232        0.31458616  63904.242  0.3466
## 811         14261       0.18970232        0.31458616  63904.242  0.3360
## 812         19008       0.18970232        0.31458616  63904.242  0.4676
## 813         17185       0.18970232        0.31458616  63904.242  0.5207
## 814         10068       0.72413793        0.73076923   7348.466  0.8008
## 815         16214       0.60368664        0.61250000  19578.699  0.5836
## 816         25690       0.20519481        0.32092697  64057.503  0.2385
## 817         31653       0.07987552        0.23542354  71650.339  0.3002
## 818         16295       0.10147143        0.24802911  77056.156  0.3699
## 819         23647       0.39593909        0.42897727  33372.830  0.5791
## 820         21671       0.33235438        0.32185145  41521.671  0.4287
## 821         10113       0.55586381        0.56845053  17461.928  0.5882
## 822         21617       0.25075790        0.34976303  58192.295  0.3231
## 823         20693       0.33684211        0.40663900  39377.109  0.5626
## 824         23870       0.11393805        0.31388565  72664.880  0.2824
## 825         16784       0.02284710        0.21951220  83337.906  0.2706
## 826         11842       0.74666667        0.66115702  26183.783  0.4500
## 827          8702       0.58291457        0.55459770  15902.863  0.8255
## 828         16992       0.08342362        0.40873590  72110.207  0.2944
## 829         17445       0.11524523        0.34321373  69549.885  0.3260
## 830          5202       0.21023513        0.49213836  34311.585  0.5489
## 831         21469       0.17609440        0.30992995  60419.465  0.3425
## 832         21605       0.71160822        0.58847433  13493.434  0.7174
## 833         17150       0.44075829        0.54252199  29736.143  0.5357
## 834         20113       0.16633267        0.31659389  51228.176  0.4178
## 835         33426       0.08981748        0.12793603 106338.855  0.1172
## 836         16274       0.21508665        0.35792952  71644.447  0.3399
## 837         17938       0.13769363        0.31086018  80802.567  0.2431
## 838         15637       0.70454545        0.50286369   9361.066  0.7421
## 839         21613       0.02465331        0.25649351  72642.756  0.3142
## 840         22840       0.11336336        0.37261146  66343.912  0.3284
## 841         20240       0.50000000        0.46808511  42883.287  0.3357
## 842          7715       0.54560669        0.60898985  23046.407  0.6416
## 843         25683       0.14634405        0.33461270  51452.089  0.3358
## 844          9442       0.26083005        0.41443299  40079.282  0.3905
## 845         17530       0.09225513        0.23972125  80158.939  0.2794
## 846         41575       0.07809111        0.09750567  78099.841  0.1552
## 847         30037       0.03797468        0.20567376  92858.542  0.2480
## 848          3386       0.67313916        0.51478918  19424.332  0.6551
## 849          5878       0.24528302        0.42105263  19528.121  0.8352
## 850         14236       0.41073825        0.48549618  26086.913  0.6047
## 851          6480       0.52464302        0.59570552   7800.501  0.8262
## 852          5993       0.54255096        0.57464006  14866.280  0.6834
## 853         15225       0.16682420        0.40435459  29251.443  0.5544
## 854         16638       0.73033708        0.48565121  14600.333  0.5421
## 855         22490       0.65835929        0.48432880  27614.700  0.5374
## 856         10997       0.20610212        0.34187458  37576.328  0.4067
## 857         16127       0.11689153        0.23196573  67867.413  0.2447
## 858         10054       0.11689153        0.23196573  67867.413  0.3372
## 859         13292       0.28638498        0.38159221  39011.246  0.4507
## 860         16295       0.05148741        0.39420655  42569.260  0.5716
## 861          4780       0.50886015        0.52249431  20324.187  0.5851
## 862          4961       0.63725490        0.57308063  15073.511  0.7211
## 863          7996       0.41711349        0.46607010  24884.002  0.4825
## 864         19239       0.02958580        0.13911290  74462.921  0.2111
## 865         12692       0.33811130        0.30036630  49512.458  0.2437
## 866         10357       0.67567568        0.39849624  15551.478  0.6277
## 867         19780       0.90182319        0.52231043  14604.324  0.6541
## 868         20013       0.90182319        0.52231043  14604.324  0.7523
## 869         20505       0.44745763        0.33396226  39599.426  0.5279
## 870         14648       0.16423565        0.24409925  64816.197  0.2866
## 871         15315       0.29347258        0.28627232  57788.286  0.3028
## 872         12801       0.58645929        0.38509317  24029.308  0.5799
## 873         10917       0.45810056        0.45467337  29413.884  0.5333
## 874         15044       0.50112613        0.40853659  47292.225  0.3435
## 875         16223       0.10606061        0.38059701  48633.272  0.3701
## 876         19074       0.71180238        0.54530295  14117.057  0.8059
## 877         14535       0.31143828        0.43686125  32762.989  0.4493
## 878         17272       0.11838006        0.24731183  27644.730  0.5979
## 879         16547       0.11764706        0.25581395  63087.854  0.3879
## 880         14398       0.16216216        0.55601660  31205.383  0.6995
## 881         19302       0.18137255        0.29032258  31630.857  0.5372
## 882          8631       0.29348531        0.39967670  34556.465  0.4385
## 883         14891       0.25201613        0.33966245  50569.470  0.3638
## 884          8373       0.35681534        0.55343511  27633.140  0.3454
## 885          6078       0.60944089        0.50845210  18401.057  0.4954
## 886         12506       0.21004201        0.31777683  46719.763  0.3590
## 887         13623       0.17320221        0.26427469  50191.687  0.3055
## 888         27791       0.76763485        0.49000000  23278.222  0.7189
## 889          8918       0.34561483        0.41600843  24002.134  0.6881
## 890         19503       0.41386782        0.38370720  44749.354  0.3636
## 891          7917       0.54820798        0.57418056  18418.054  0.5443
## 892          8819       0.71551724        0.75268817  12137.245  0.6014
## 893         10286       0.77871148        0.63517915  11732.889  0.6700
## 894          4532       0.58362989        0.51709027  22485.832  0.1917
## 895         19898       0.86350148        0.57518797  16328.051  0.5502
## 896         26091       0.44961100        0.41044776  24091.265  0.5679
## 897         22549       0.04678363        0.22745902  67978.149  0.2851
## 898         26965       0.06931317        0.21733363  76102.605  0.2374
## 899         15902       0.38051044        0.53708440  28926.039  0.5941
## 900          4814       0.52674067        0.50561798  19942.358  0.2005
## 901          6629       0.45945946        0.51568627  24505.046  0.3494
## 902         12924       0.28709542        0.42493579  33352.067  0.4323
## 903         19914       0.48192771        0.47891892  28229.301  0.2992
## 904         19813       0.39357430        0.31964624  49928.263  0.3214
## 905         27235       0.76847291        0.52023121  18794.750  0.8397
## 906         21405       0.86501164        0.58028455  14115.820  0.9901
## 907         17563       0.11161731        0.43574051  42241.337  0.4764
## 908         10893       0.50012186        0.46386043  28990.298  0.5125
## 909         14921       0.68285372        0.55172414  17391.601  0.6547
## 910         26750       0.80725422        0.51565378  16923.388  0.5813
## 911         12936       0.66250000        0.54166667  10382.592  0.4308
## 912         29732       0.19476440        0.33371429  55823.684  0.3288
## 913          8877       0.57674079        0.53448276  20137.681  0.3781
## 914         18066       0.21030756        0.37439379  34587.986  0.4871
## 915         16602       0.30678851        0.41448382  26275.297  0.7322
## 916         17821       0.43770403        0.45501677  39706.075  0.4320
## 917         23508       0.76596279        0.52367531  17679.941  0.6323
## 918          4597       0.49336223        0.54807692  20652.140  0.2684
## 919          2892       0.58108108        0.56255178  18383.454  0.4377
## 920          3054       0.25744048        0.58290723  17306.253  0.5702
## 921         19961       0.36158192        0.38813736  52176.131  0.4048
## 922         22018       0.26077348        0.32716418  47723.291  0.4228
## 923         18153       0.22584400        0.38705584  38612.980  0.4670
## 924         14375       0.44070720        0.42911332  40691.576  0.4900
## 925         14302       0.39126394        0.51787649  30631.954  0.6449
## 926          2520       0.21146617        0.55735822  22129.311  0.6652
## 927          9532       0.14737343        0.36654034  28854.300  0.6822
## 928         18273       0.10857763        0.17745536  52692.104  0.1744
## 929         21428       0.30263158        0.38973384  38286.834  0.3462
## 930         11031       0.24278371        0.42452692  38949.936  0.3919
## 931          6195       0.51546727        0.58122206  18589.806  0.3233
## 932         12597       0.61038961        0.63025210  16620.763  0.8243
## 933         17115       0.11814672        0.44880546  36879.310  0.5088
## 934         25394       0.50473485        0.70713202  13678.090  0.8106
## 935         26077       0.56317690        0.66306695  14088.950  0.5364
## 936         22138       0.67871486        0.68981481  13379.869  0.9667
## 937         17883       0.30866808        0.38630807  33715.162  0.4809
## 938          9219       0.16587678        0.47777778  18871.708  0.7731
## 939         12553       0.09130642        0.30257836  61943.281  0.2444
## 940         12550       0.51452282        0.43506296  36935.155  0.4140
## 941         10615       0.37582750        0.32740741  33877.118  0.3651
## 942         30501       0.15077990        0.20589569  81353.670  0.1535
## 943         17869       0.09937107        0.41609823  53228.173  0.4106
## 944          8712       0.48691099        0.43280000  31444.943  0.4916
## 945         13420       0.66778523        0.51200000  23423.103  0.6098
## 946          7026       0.37578992        0.49011532  23743.953  0.4336
## 947         14006       0.65217391        0.65952381  14879.221  0.4914
## 948          7472       0.68275862        0.61739130  11782.413  0.1220
## 949         11567       0.36337209        0.26004016  27824.954  0.3479
## 950         26428       0.67962963        0.42980562  22774.419  0.6384
## 951         19692       0.76345432        0.59192440  15076.262  0.7913
## 952         14255       0.35328562        0.33082192  36522.420  0.4135
## 953         17605       0.84502572        0.55001389  14476.063  0.6000
## 954         17311       0.84502572        0.55001389  14476.063  0.8209
## 955          7599       0.61908602        0.41050539  24211.917  0.3125
## 956         24027       0.28467153        0.30000000  31022.775  0.6000
## 957         31573       0.25206302        0.26373626  68728.147  0.2331
## 958         22279       0.80841122        0.26865672  16157.582  0.5440
## 959         25488       0.10626703        0.21489971  61311.325  0.3731
## 960         14657       0.36430834        0.45600000  38267.328  0.4881
## 961         18551       0.30890052        0.31506849  42927.103  0.3241
## 962         24912       0.12400000        0.26079594  75867.004  0.2672
## 963         11325       0.50000000        0.47619048  25057.986  0.5417
## 964         28391       0.01480638        0.16470588 103963.864  0.1613
## 965         21501       0.18099548        0.43410853  51681.436  0.5038
## 966         16574       0.43684710        0.41666667  40054.091  0.3698
## 967         17353       0.48338082        0.42245989  39100.568  0.4595
## 968         20038       0.48311688        0.47605225  42438.914  0.4692
## 969         20779       0.03191489        0.33518931  76181.435  0.2676
## 970          5985       0.55550438        0.56828194  14780.174  0.4768
## 971         22480       0.83171071        0.57771536  10981.504  0.8201
## 972         19931       0.29121726        0.34477124  65706.413  0.2733
## 973         17464       0.07246377        0.43212067  41648.844  0.5919
## 974         16229       0.30263324        0.27728897  47902.095  0.2816
## 975         22021       0.15442359        0.24531616  51616.549  0.3953
## 976         18581       0.83308569        0.54208085  12343.458  0.7333
## 977         18422       0.42767950        0.41075515  34096.683  0.5898
## 978          5756       0.50562303        0.48303393  20540.722  0.3294
## 979         13954       0.36033308        0.35314152  44565.144  0.3196
## 980         17518       0.76921837        0.56113724  14036.265  0.8308
## 981          6734       0.55798032        0.48701299  21719.529  0.2792
## 982         15846       0.11705686        0.31857578  67936.957  0.2813
## 983         22672       0.05214724        0.23717949  75104.964  0.3345
## 984         23030       0.18115183        0.19648738  65989.729  0.1909
## 985         17359       0.16754850        0.24817518  50612.960  0.5246
## 986         30063       0.91244177        0.52002590  17006.545  0.1591
## 987          6147       0.62543270        0.45970775  19536.211  0.4348
## 988          8787       0.17672414        0.42624855  37682.791  0.4146
## 989         16184       0.10919738        0.16910976  82856.949  0.1240
## 990         15476       0.01845638        0.15635739 104966.418  0.1720
## 991         12279       0.15514887        0.40088524  31610.837  0.6707
## 992         19179       0.12235067        0.42970522  30625.019  0.6737
## 993         17094       0.79157428        0.57434402  10295.635  0.7778
## 994          7258       0.55708975        0.42335311  22546.636  0.1395
## 995          4646       0.73757455        0.45810493  16260.614  0.4281
## 996          6488       0.52471483        0.52512821  21468.355  0.5319
## 997          7185       0.48525841        0.53750575  23747.787  0.3054
## 998         31684       0.72017354        0.38287154  24183.386  0.5061
## 999          6751       0.64086897        0.49497386  21491.278  0.2288
## 1000        10130       0.69642857        0.39357430  16285.041  0.8446
## 1001         6390       0.58830444        0.46637829  17328.232  0.2942
## 1002         8642       0.55774166        0.46733668  21146.596  0.7500
## 1003        21879       0.81628163        0.48427968  16303.816  0.7865
## 1004        12747       0.51692708        0.46455505  22726.987  0.6078
## 1005         5663       0.74662757        0.41275168  21739.095  0.2419
## 1006         6993       0.68360583        0.49539794  12509.762  0.4618
## 1007        16976       0.38333333        0.30154946  48252.935  0.4088
## 1008         4875       0.72533544        0.44981061  14751.724  0.3231
## 1009         7068       0.63728946        0.39299065  20697.722  0.2245
## 1010         5739       0.58138469        0.47216157  20319.532  0.3354
## 1011        21231       0.13307985        0.18386243  65605.326  0.3346
## 1012        12462       0.29962142        0.32718036  39658.630  0.2528
## 1013        17910       0.72423556        0.59047238  10927.544  0.8408
## 1014        25054       0.19797810        0.21580817  66887.477  0.2287
## 1015         6377       0.49142480        0.61101549  21992.467  0.5232
## 1016        15749       0.08709677        0.41622575  50376.083  0.4823
## 1017        20697       0.04190476        0.37945493  48574.920  0.4848
## 1018        11297       0.54320988        0.52952381  21985.833  0.7346
## 1019         4027       0.70408163        0.63636364  14404.005  0.5693
## 1020         9793       0.28518689        0.44444444  35955.375  0.4944
## 1021         6922       0.82932417        0.62889518   3947.820  0.8770
## 1022        13143       0.70625000        0.67857143  12488.915  0.9044
## 1023        12354       0.25568469        0.44529540  50112.961  0.3351
## 1024        10764       0.17339833        0.41307578  51848.094  0.4280
## 1025        17290       0.08289474        0.34702550  58962.946  0.3559
## 1026        19544       0.57456140        0.59057072  19659.833  0.7122
## 1027        10336       0.78260870        0.72916667   5093.444  0.4819
## 1028         9509       0.13311191        0.34573601  62628.701  0.2752
## 1029         8624       0.60453044        0.55896873  22351.050  0.5657
## 1030        18626       0.71959027        0.47080838  35945.814  0.4286
## 1031        10458       0.42635659        0.53153153  22826.049  0.2857
## 1032        10713       0.47222222        0.45918367  24761.469  0.5838
## 1033        22862       0.76596279        0.52367531  17679.941  0.6859
## 1034        18025       0.58367017        0.46940639  40732.541  0.3443
## 1035        18561       0.12385321        0.23444976  46667.314  0.4617
## 1036        23889       0.10236220        0.25284091  59514.776  0.4056
## 1037        23432       0.18809981        0.27459016  69002.769  0.2857
## 1038        10163       0.62877940        0.51199495  29723.143  0.2112
## 1039         9364       0.63758389        0.55372269  23534.795  0.4141
## 1040        16071       0.11450382        0.28494624  51733.610  0.4101
## 1041         7190       0.42037037        0.50752257  30609.732  0.2477
## 1042        16437       0.36433447        0.36068530  63415.026  0.3862
## 1043        15105       0.07781799        0.24227509  81450.902  0.2251
## 1044        13136       0.27201051        0.43619602  44360.541  0.4297
## 1045        14890       0.18412028        0.32454884  68008.583  0.3001
## 1046        12975       0.37912088        0.31754256  43894.767  0.4256
## 1047         3898       0.55401662        0.46688742  21883.991  0.2416
## 1048         3754       0.55922605        0.42864666  25758.617  0.2476
## 1049         7121       0.21497585        0.41336971  15484.105  0.8303
## 1050         6389       0.32418699        0.39259259  10177.701  0.8871
## 1051         5917       0.45662100        0.42498255      0.000  0.9171
## 1052         5522       0.25145127        0.38873640  11542.372  0.8433
## 1053         7236       0.25145127        0.38873640  11542.372  0.9291
## 1054         7277       0.25145127        0.38873640  11542.372  0.9651
## 1055         5209       0.25145127        0.38873640  11542.372  0.9297
## 1056         8062       0.56651163        0.48472615   6765.773  0.9202
## 1057         4712       0.36170867        0.46194927   1357.063  0.7657
## 1058         8697       0.37819498        0.40327720  10952.556  0.9395
## 1059        17215       0.04266212        0.20871143  55051.197  0.1799
## 1060         7483       0.52779194        0.46487196   8660.316  0.8595
## 1061        22586       0.76596279        0.52367531  17679.941  0.6522
## 1062        22702       0.18361884        0.37256061  66957.227  0.2360
## 1063        23122       0.72215844        0.51155624  16528.872  0.7222
## 1064         6017       0.47034921        0.40957033  20255.170  0.5110
## 1065        11112       0.77809798        0.59219858  15748.803  0.8230
## 1066        29337       0.83778626        0.36480687  22310.525  0.4877
## 1067        18795       0.77875752        0.52361809  15172.148  0.6100
## 1068        16962       0.76109215        0.55917667  13173.891  0.6448
## 1069        11990       0.73596585        0.54426942  18194.144  0.3825
## 1070        18696       0.63461240        0.50636381  15613.646  0.6579
## 1071        15694       0.61965812        0.43915344  18557.142  0.6655
## 1072        23224       0.90182319        0.52231043  14604.324  0.6919
## 1073        15192       0.61267606        0.47443182  19638.555  0.4472
## 1074         7028       0.86728395        0.68522073  18992.818  0.9074
## 1075         7231       0.48828125        0.56956522  19764.717  0.8027
## 1076        24663       0.72988506        0.55468750  13766.825  0.7744
## 1077        21780       0.74035477        0.60178777  12627.314  0.9063
## 1078        17327       0.70314637        0.63030303   9942.135  0.6498
## 1079        23113       0.88192258        0.58629639   6679.337  0.8837
## 1080        16696       0.66280957        0.50567939  20438.010  0.4411
## 1081        39920       0.74285714        0.30769231  29347.778  0.5323
## 1082        17472       0.74736842        0.60162602  18549.239  0.5985
## 1083        13095       0.61556604        0.49857550  16726.347  0.7610
## 1084        20475       0.73142346        0.47691039  16946.607  0.5318
## 1085        18039       0.68847832        0.54579323  18086.927  0.6540
## 1086        24436       0.66403162        0.57828283  14686.395  0.4770
## 1087        23188       0.77650602        0.62288786  13129.690  0.4149
## 1088        17659       0.75357143        0.50967937  14922.801  0.5913
## 1089         4867       0.48600884        0.52730375  18356.413  0.3130
## 1090         3509       0.34782609        0.44887526   2192.738  0.8908
## 1091        30574       0.48816568        0.36531987  30417.375  0.4410
## 1092        12200       0.69068128        0.59117647  13393.512  0.8190
## 1093        17090       0.66789850        0.61625442  14129.325  0.7243
## 1094        27139       0.30403930        0.40442225  19449.298  0.7115
## 1095        19740       0.74074773        0.61987510  14269.880  0.8605
## 1096        13767       0.70000000        0.61170213  21859.237  0.7105
## 1097        15378       0.75621521        0.53839442  14400.844  0.9289
## 1098        22511       0.76596279        0.52367531  17679.941  0.6630
## 1099        22941       0.76284585        0.46601942  16844.361  0.7647
## 1100        17693       0.69178082        0.68391867  12755.620  0.8757
## 1101        11971       0.54481908        0.54529998  24772.242  0.4095
## 1102        19258       0.42268041        0.46240602  23509.744  0.6716
## 1103        14751       0.61038961        0.63025210  16620.763  0.7059
## 1104        21920       0.63727908        0.63179916  11902.078  0.8234
## 1105        24376       0.76596279        0.52367531  17679.941  0.7074
## 1106        22253       0.53231173        0.53360587  24569.525  0.5061
## 1107        24485       0.58087649        0.57956778  18082.452  0.8825
## 1108        21675       0.73351351        0.61011956  15222.725  0.9226
## 1109        14662       0.75591926        0.54374276  13711.934  0.8157
## 1110        15770       0.65531915        0.49717514  23071.696  0.6149
## 1111        18895       0.53808594        0.60492041  15827.807  0.7636
## 1112        18333       0.63727908        0.63179916  11902.078  0.7633
## 1113        21864       0.73939394        0.56437934  15127.893  0.6012
## 1114        20308       0.08532423        0.30107527  58692.294  0.4576
## 1115        21327       0.76131553        0.55381443  14533.672  0.7305
## 1116        21664       0.64275618        0.57359413  15899.885  0.7311
## 1117        16945       0.59292035        0.38144330  17196.295  0.5338
## 1118        13540       0.90248390        0.62516915  16096.238  0.6244
## 1119        10431       0.75098039        0.58881988  11690.198  0.7450
## 1120         9519       0.75098039        0.58881988  11690.198  0.8034
## 1121        13020       0.79351032        0.58862876  19136.925  0.5670
## 1122         8558       0.76712329        0.57983193  12037.407  0.8625
## 1123        19281       0.63994334        0.41924279  16549.429  0.5933
## 1124        21869       0.83171071        0.57771536  10981.504  0.7191
## 1125        10641       0.29962142        0.32718036  39658.630  0.3438
## 1126         9737       0.29962142        0.32718036  39658.630  0.4644
## 1127         6496       0.56818182        0.53448276  13438.439  0.3932
## 1128        22132       0.85113269        0.63679245  14452.634  0.7381
## 1129        27733       0.58624849        0.44338336  26784.916  0.4081
## 1130        20289       0.76596279        0.52367531  17679.941  0.7848
## 1131        23235       0.94095941        0.38461538  20943.444  0.6009
## 1132        20871       0.69814885        0.58110157  13829.325  0.7906
## 1133        17012       0.73488372        0.38860972  22040.181  0.6833
## 1134        19600       0.91782366        0.53993176  16576.060  0.4530
## 1135        17742       0.76801021        0.69916075   9906.248  0.6932
## 1136        14659       0.69444444        0.50000000  14241.824  0.8045
## 1137        12621       0.83435583        0.62847608      0.000  0.9264
## 1138        15335       0.58095238        0.52272727  24048.471  0.6116
## 1139        12698       0.71194605        0.61442441   2575.684  0.9884
## 1140        22315       0.62916667        0.51707317  12082.715  0.7745
## 1141        19312       0.87619048        0.54545455  13420.303  0.7004
## 1142        12427       0.65000000        0.47468354  11418.888  1.0000
## 1143        25073       0.85270144        0.52062952  18063.486  0.6416
## 1144        19068       0.73249211        0.47502117  16807.482  0.4784
## 1145        16517       0.83178439        0.55755396  11892.944  0.8701
## 1146        19194       0.78848353        0.53361892  13186.935  0.8610
## 1147        21385       0.90521955        0.60518605   5006.630  0.9132
## 1148        25686       0.78112550        0.59385327  14444.787  0.6516
## 1149        27628       0.20942408        0.32584270  40410.240  0.3655
## 1150        20765       0.35044643        0.57957958  26460.378  0.6587
## 1151        24836       0.76566757        0.60560748  23007.027  0.7826
## 1152        22004       0.69830508        0.57300885  16872.284  0.6495
## 1153        16140       0.72551391        0.55304102  14841.280  0.7304
## 1154          528       0.52045455        0.46511628  23320.046  0.3189
## 1155        16791       0.70196850        0.55655458  13977.151  0.7352
## 1156        12018       0.63944932        0.53152090  18928.569  0.6876
## 1157        26260       0.68006631        0.68493151  13043.457  0.7024
## 1158        17953       0.91782366        0.53993176  16576.060  0.6902
## 1159        20611       0.91782366        0.53993176  16576.060  0.5375
## 1160        19285       0.79973545        0.50703804  31019.941  0.5683
## 1161        27389       0.87266355        0.61725664  12360.306  0.5419
## 1162        23035       0.72215844        0.51155624  16528.872  0.9646
## 1163         7801       0.55813953        0.54304636  14213.020  0.4920
## 1164        15702       0.57539683        0.58851675  14632.786  0.4472
## 1165        15735       0.48325359        0.51704545  25032.567  0.3228
## 1166        13605       0.66253102        0.59104478  12480.414  0.7509
## 1167         7639       0.79113924        0.64539007  24458.655  0.0425
## 1168        17445       0.73000000        0.65730337  19834.376  0.7305
## 1169        12168       0.67611336        0.56103896  12894.000  0.6917
## 1170        24024       0.59243697        0.43269231  17208.667  0.5863
## 1171        13542       0.68314607        0.54089710  15530.409  0.6346
## 1172        21733       0.67339218        0.49756888  15067.832  0.7870
## 1173        10779       0.35805012        0.42726517  33145.597  0.4732
## 1174        14373       0.75233161        0.53196931  14805.410  0.7806
## 1175        28419       0.67956011        0.49612745  16074.637  0.6848
## 1176        19161       0.41847206        0.52805755  27073.628  0.5099
## 1177        20053       0.57142857        0.32432432  25956.712  0.4541
## 1178         9908       0.73821340        0.63591757  11761.937  0.8962
## 1179        21981       0.76596279        0.52367531  17679.941  0.6904
## 1180        22894       0.76596279        0.52367531  17679.941  0.6925
## 1181        11502       0.59433962        0.36649215  22174.420  0.8418
## 1182        13056       0.33677686        0.55769231  32334.729  0.7022
## 1183        22200       0.76596279        0.52367531  17679.941  0.7136
## 1184        16518       0.62846348        0.57048093  18232.035  0.9828
## 1185        10958       0.71966527        0.48969072  14136.933  0.8333
## 1186        14170       0.67441860        0.56343284  10240.200  0.7018
## 1187        11765       0.83673469        0.61788618  22061.203  0.5294
## 1188        19202       0.74629630        0.56798623  10282.592  0.7972
## 1189        10489       0.80000000        0.68965517  34771.920  0.6094
## 1190        17103       0.78523490        0.55118110  31053.210  0.5990
## 1191         9595       0.74242424        0.66060606  27909.964  0.6090
## 1192         5593       0.32797567        0.47654042   8979.876  0.9481
## 1193        13023       0.66936791        0.41886792  17955.405  0.7384
## 1194        17810       0.63636364        0.56250000   5836.414  0.5231
## 1195        19708       0.91782366        0.53993176  16576.060  0.5736
## 1196        18564       0.79424626        0.63844622  10860.430  0.7000
## 1197         5461       0.32797567        0.47654042   8979.876  0.9761
## 1198        18984       0.73249211        0.47502117  16807.482  0.4768
## 1199        21779       0.74229075        0.59084195  15600.475  0.8667
## 1200        17675       0.78848353        0.53361892  13186.935  0.7930
## 1201        13893       0.64371257        0.46643110  24496.964  0.3261
## 1202        28668       0.56989247        0.66666667  16273.005  0.6353
## 1203        20435       0.59079284        0.38983051  18975.458  0.7538
## 1204         5556       0.67752443        0.47957839  17062.476  0.3748
## 1205        21326       0.62106423        0.52815575  16010.849  0.4739
## 1206        16441       0.59792781        0.37638712  38642.667  0.1344
## 1207         7745       0.76801021        0.69916075   9906.248  0.6559
## 1208        21485       0.73218673        0.44372990  20253.227  0.7397
## 1209        16073       0.75438596        0.54298643  14039.953  0.9639
## 1210        23495       0.75569842        0.52352941  19385.838  0.6470
## 1211        11088       0.62130178        0.61267606  13972.963  0.7647
## 1212        17865       0.92636741        0.53673835  18468.820  0.4752
## 1213        14449       0.57647059        0.48703170  15652.148  0.6038
## 1214        25441       0.68006631        0.68493151  13043.457  0.6548
## 1215        19726       0.64255319        0.50802139  17712.606  0.5889
## 1216        21232       0.76596279        0.52367531  17679.941  0.7411
## 1217        28699       0.71477663        0.55937500  10972.648  0.7105
## 1218         6200       0.57957958        0.56939502  27859.737  0.2120
## 1219        16525       0.69587629        0.57594937  13742.284  0.9297
## 1220        23154       0.78214349        0.51060516  22412.463  0.7020
## 1221        27595       0.70262794        0.48791209  22196.702  0.5411
## 1222         7397       0.78921569        0.67039106  19562.366  0.4580
## 1223        23982       0.76596279        0.52367531  17679.941  0.7082
## 1224        16459       0.66280957        0.50567939  20438.010  0.5366
## 1225        26196       0.60793872        0.56408952  11965.970  0.8365
## 1226        12186       0.75576037        0.60625000  10183.958  0.7204
## 1227        25615       0.73824673        0.57754658  15490.904  0.5844
## 1228        22352       0.76596279        0.52367531  17679.941  0.6818
## 1229        23308       0.76596279        0.52367531  17679.941  0.7432
## 1230        10928       0.66334165        0.50437318  14174.977  0.5853
## 1231        18602       0.91782366        0.53993176  16576.060  0.3632
## 1232        18010       0.91782366        0.53993176  16576.060  0.7415
## 1233        15960       0.72602740        0.50390625  19876.598  0.6625
## 1234        15957       0.80781628        0.54987080  11017.917  0.4888
## 1235        16656       0.78880020        0.55219415   8248.321  0.3847
## 1236        25476       0.67956011        0.49612745  16074.637  0.5110
## 1237        15961       0.63440860        0.59375000  16547.359  0.6078
## 1238        15355       0.53197674        0.50342466  23957.853  0.4840
## 1239         9459       0.13065559        0.26477078  74015.720  0.2385
## 1240         8124       0.13065559        0.26477078  74015.720  0.3012
## 1241        22366       0.76596279        0.52367531  17679.941  0.7560
## 1242        15080       0.80781628        0.54987080  11017.917  0.1729
## 1243        21634       0.76596279        0.52367531  17679.941  0.6913
## 1244        21959       0.68164062        0.57070707  16222.155  0.7807
## 1245        23142       0.72777455        0.58003234  11956.502  0.7067
## 1246        20650       0.73351351        0.61011956  15222.725  0.6540
## 1247        20790       0.75067204        0.55930233  15984.213  0.6254
## 1248        22226       0.74248798        0.63228492  11323.809  0.7275
## 1249        20494       0.82916266        0.55086372  10627.887  0.8030
## 1250        16992       0.70566437        0.58345324  14255.411  0.7360
## 1251        24758       0.78214349        0.51060516  22412.463  0.6510
## 1252        20363       0.91782366        0.53993176  16576.060  0.6823
## 1253        32165       0.91764706        0.54213037  16834.073  0.8520
## 1254        16376       0.82529118        0.52369668  15143.698  0.7140
## 1255        21651       0.73673587        0.56714060  14513.020  0.4368
## 1256        19489       0.68961625        0.51117318  16805.008  0.8018
## 1257        13663       0.75789474        0.54166667  16063.574  0.9091
## 1258        24480       0.76987908        0.54686328  13793.389  0.8681
## 1259        12822       0.68314607        0.54089710  15530.409  0.6941
## 1260        15554       0.70288326        0.63875124  14129.174  0.7324
## 1261        25804       0.38483894        0.38805970  23464.092  0.5673
## 1262        23331       0.75438596        0.54298643  14039.953  0.7969
## 1263         4665       0.40679201        0.46514637  27788.285  0.2973
## 1264        20025       0.91782366        0.53993176  16576.060  0.5214
## 1265        24814       0.78214349        0.51060516  22412.463  0.4895
## 1266        22253       0.90182319        0.52231043  14604.324  0.8045
## 1267        17435       0.78880020        0.55219415   8248.321  0.2073
## 1268        14635       0.65352863        0.57077303  16119.419  0.6200
## 1269        30509       0.40797023        0.50826446  24907.568  0.6142
## 1270        42009       0.71406959        0.50356506  24910.988  0.5997
## 1271        12530       0.80369515        0.54716981   9904.729  0.9943
## 1272        16567       0.79581152        0.57594937  24615.177  0.6471
## 1273        17333       0.54400000        0.43269231  17416.276  0.6465
## 1274        22580       0.87426901        0.51459854  24230.760  0.5349
## 1275        23388       0.76596279        0.52367531  17679.941  0.5620
## 1276        10741       0.64275618        0.57359413  15899.885  0.7393
## 1277        17998       0.64275618        0.57359413  15899.885  0.8480
## 1278        19603       0.91782366        0.53993176  16576.060  0.7076
## 1279        19444       0.91782366        0.53993176  16576.060  0.6283
## 1280        16125       0.47392405        0.46310285  23214.998  0.4200
## 1281        24501       0.61938534        0.50304878  14631.603  0.7831
## 1282        23985       0.66922540        0.52725564  15552.532  0.7931
## 1283        24650       0.66054750        0.39182156  27780.389  0.5156
## 1284        25174       0.67855679        0.55154505  16520.350  0.4189
## 1285        22484       0.37783396        0.54826216  28260.823  0.5384
## 1286        19546       0.90182319        0.52231043  14604.324  0.7385
## 1287        22844       0.83594306        0.57082452  13721.857  0.9862
## 1288        17717       0.78947368        0.53571429   4365.210  0.4828
## 1289        18970       0.91782366        0.53993176  16576.060  0.6778
## 1290        23480       0.76596279        0.52367531  17679.941  0.7594
## 1291        22749       0.83594306        0.57082452  13721.857  0.9894
## 1292        18815       0.47392405        0.46310285  23214.998  0.3129
## 1293        19822       0.80369772        0.56079607  13276.551  0.8548
## 1294        30661       0.91244177        0.52002590  17006.545  0.3005
## 1295        16789       0.77187500        0.55088496   9483.251  0.6834
## 1296        17854       0.91782366        0.53993176  16576.060  0.7661
## 1297        18281       0.75357143        0.50967937  14922.801  0.6641
## 1298        26187       0.78214349        0.51060516  22412.463  0.6409
## 1299        22839       0.75107604        0.56328321  12830.149  0.7539
## 1300        12131       0.63944932        0.53152090  18928.569  0.7220
## 1301        21386       0.77352298        0.66505190  14132.762  0.7798
## 1302        35700       0.77650602        0.62288786  13129.690  0.5097
## 1303        24704       0.71670978        0.52623421  14933.859  0.7128
## 1304        21142       0.79500657        0.55284553  12730.414  0.9211
## 1305        18246       0.86075362        0.52182815  17763.014  0.7121
## 1306        19354       0.69814885        0.58110157  13829.325  0.7701
## 1307        21446       0.61121380        0.51173226  13603.238  0.6696
## 1308        23957       0.66922540        0.52725564  15552.532  0.8432
## 1309        17936       0.70288326        0.63875124  14129.174  0.7376
## 1310        19682       0.62162162        0.56809339  16387.473  0.9093
## 1311        22774       0.79591837        0.50469684  10907.521  0.6791
## 1312        18270       0.91826365        0.54035201  17222.638  0.7500
## 1313        24203       0.71731918        0.60631475  12656.790  0.6572
## 1314        12197       0.68827160        0.44155844  11322.557  0.7801
## 1315         9478       0.61847390        0.53333333  20804.313  0.7260
## 1316        16734       0.78880020        0.55219415   8248.321  0.3777
## 1317        15362       0.66714697        0.43203884  22796.155  0.3136
## 1318        30315       0.10273973        0.36059480  45553.645  0.5723
## 1319        24311       0.14634405        0.33461270  51452.089  0.5045
## 1320        19425       0.91782366        0.53993176  16576.060  0.6560
## 1321        13969       0.73033708        0.48565121  14600.333  0.5321
## 1322        23746       0.66054750        0.39182156  27780.389  0.6582
## 1323        20996       0.66054750        0.39182156  27780.389  0.4704
## 1324        27341       0.36862546        0.42313006  24035.168  0.6782
## 1325        18342       0.91782366        0.53993176  16576.060  0.8056
## 1326        21461       0.91782366        0.53993176  16576.060  0.5455
## 1327        18783       0.91782366        0.53993176  16576.060  0.5978
## 1328        18777       0.41847206        0.52805755  27073.628  0.4308
## 1329        16787       0.69178082        0.68391867  12755.620  0.8565
## 1330        24153       0.76596279        0.52367531  17679.941  0.7305
## 1331        23050       0.76596279        0.52367531  17679.941  0.7325
## 1332        22764       0.76596279        0.52367531  17679.941  0.8393
## 1333        12158       0.53900709        0.57657658  19542.359  0.7610
## 1334        14320       0.63529412        0.50902527  17345.080  0.7443
## 1335        21647       0.84278351        0.57679690   9402.643  0.7053
## 1336        22431       0.75357143        0.50967937  14922.801  0.7969
## 1337        22660       0.67956011        0.49612745  16074.637  0.6465
## 1338        20952       0.61121380        0.51173226  13603.238  0.6636
## 1339        20467       0.61121380        0.51173226  13603.238  0.7365
## 1340        21038       0.77875752        0.52361809  15172.148  0.5964
## 1341        20047       0.83333333        0.48824593  16528.780  0.7506
## 1342        25246       0.78112550        0.59385327  14444.787  0.7341
## 1343        25276       0.72665370        0.56690141  19043.422  0.5867
## 1344        17993       0.83333333        0.48824593  16528.780  0.6576
## 1345        19772       0.91782366        0.53993176  16576.060  0.5041
## 1346        25078       0.51536812        0.44995795  33815.166  0.6555
## 1347        20891       0.76596279        0.52367531  17679.941  0.5751
## 1348        21633       0.76596279        0.52367531  17679.941  0.7803
## 1349        22810       0.76596279        0.52367531  17679.941  0.7111
## 1350        18777       0.72824045        0.55791789  14747.509  0.6462
## 1351        17074       0.91782366        0.53993176  16576.060  0.5294
## 1352        18382       0.91782366        0.53993176  16576.060  0.4956
## 1353        15205       0.87179487        0.61401952  10758.678  0.9968
## 1354        22867       0.61121380        0.51173226  13603.238  0.7317
## 1355        22037       0.61121380        0.51173226  13603.238  0.8405
## 1356        21796       0.61121380        0.51173226  13603.238  0.7413
## 1357        21880       0.61121380        0.51173226  13603.238  0.6486
## 1358        20493       0.87266355        0.61725664  12360.306  0.9811
## 1359        24385       0.80725422        0.51565378  16923.388  0.6623
## 1360        22618       0.48338082        0.42245989  39100.568  0.3437
## 1361        17562       0.47392405        0.46310285  23214.998  0.3067
## 1362        14311       0.47392405        0.46310285  23214.998  0.3171
## 1363        13656       0.58429119        0.45196507  24737.988  0.2939
## 1364        18816       0.73750000        0.66604478  11361.462  0.8696
## 1365        16176       0.73939394        0.56437934  15127.893  0.5436
## 1366        23990       0.73939394        0.56437934  15127.893  0.7373
## 1367        19898       0.77720207        0.63541263  10011.397  0.6326
## 1368        22054       0.76596279        0.52367531  17679.941  0.7239
## 1369        24272       0.76596279        0.52367531  17679.941  0.8112
## 1370        24120       0.76596279        0.52367531  17679.941  0.7664
## 1371        24334       0.76596279        0.52367531  17679.941  0.7521
## 1372        15948       0.71351642        0.49086162  16495.588  0.6863
## 1373        17878       0.91782366        0.53993176  16576.060  0.7443
## 1374        18429       0.91782366        0.53993176  16576.060  0.5449
## 1375        22277       0.67956011        0.49612745  16074.637  0.6890
## 1376        19297       0.67956011        0.49612745  16074.637  0.8133
## 1377        14071       0.64142195        0.48250460  15166.879  0.6941
## 1378        25094       0.83594306        0.57082452  13721.857  0.7897
## 1379        19831       0.63461240        0.50636381  15613.646  0.5870
## 1380        13541       0.65352863        0.57077303  16119.419  0.6164
## 1381        24374       0.61121380        0.51173226  13603.238  0.7314
## 1382        21999       0.61121380        0.51173226  13603.238  0.7849
## 1383         8108       0.42759072        0.50281074      0.000  0.9732
## 1384        13877       0.75591926        0.54374276  13711.934  0.6679
## 1385        25785       0.36862546        0.42313006  24035.168  0.6251
## 1386        25500       0.67956011        0.49612745  16074.637  0.6458
## 1387        19693       0.69814885        0.58110157  13829.325  0.7260
## 1388        19101       0.71160822        0.58847433  13493.434  0.8238
## 1389        23632       0.76596279        0.52367531  17679.941  0.7315
## 1390        23406       0.76596279        0.52367531  17679.941  0.6436
## 1391        20245       0.73142346        0.47691039  16946.607  0.4890
## 1392        17040       0.73481781        0.56503728  15509.857  0.6576
## 1393        14856       0.78848353        0.53361892  13186.935  0.8924
## 1394        23000       0.73673587        0.56714060  14513.020  0.4606
## 1395        18230       0.67822266        0.60841424  10522.268  0.6315
## 1396        17344       0.84283465        0.61897041  11730.782  0.9097
## 1397        15717       0.83178439        0.55755396  11892.944  0.8284
## 1398        12413       0.61197339        0.43646409  14614.744  0.5505
## 1399        16619       0.80546875        0.65527344  13146.599  0.8557
## 1400        26798       0.78214349        0.51060516  22412.463  0.6393
## 1401        21957       0.86421737        0.47207365  54289.254  0.4897
## 1402        24205       0.86421737        0.47207365  54289.254  0.4877
## 1403        19711       0.61121380        0.51173226  13603.238  0.7615
## 1404        22389       0.61121380        0.51173226  13603.238  0.8120
## 1405        21668       0.61121380        0.51173226  13603.238  0.7468
## 1406        21278       0.61121380        0.51173226  13603.238  0.6383
## 1407        20633       0.61121380        0.51173226  13603.238  0.6071
## 1408        15868       0.67083333        0.56076854  13036.935  0.4038
## 1409        16761       0.78848353        0.53361892  13186.935  0.9024
## 1410        22927       0.74035477        0.60178777  12627.314  0.8636
## 1411        20885       0.87266355        0.61725664  12360.306  0.6667
## 1412        25473       0.38483894        0.38805970  23464.092  0.4939
## 1413        18248       0.72824045        0.55791789  14747.509  0.8201
## 1414        11782       0.68827160        0.44155844  11322.557  0.7200
## 1415        18846       0.83638996        0.59650708  14447.206  0.6772
## 1416        19060       0.76921837        0.56113724  14036.265  0.8959
## 1417        15101       0.65352863        0.57077303  16119.419  0.6903
## 1418        13361       0.43142857        0.42721519  26068.979  0.3684
## 1419        17472       0.68847832        0.54579323  18086.927  0.6777
## 1420        23924       0.81311228        0.58482549  17682.048  0.7636
## 1421        24040       0.76596279        0.52367531  17679.941  0.8046
## 1422        22916       0.76596279        0.52367531  17679.941  0.7090
## 1423        22280       0.76596279        0.52367531  17679.941  0.8086
## 1424        19108       0.79472141        0.56269758  15896.818  0.7849
## 1425        23571       0.27706113        0.19425779  20470.618  0.6184
## 1426        31374       0.91244177        0.52002590  17006.545  0.2931
## 1427        23161       0.61121380        0.51173226  13603.238  0.7222
## 1428        22240       0.61121380        0.51173226  13603.238  0.8125
## 1429        19731       0.66054750        0.39182156  27780.389  0.6615
## 1430        18615       0.71670978        0.52623421  14933.859  0.9307
## 1431        10215       0.41188960        0.53381643  20295.211  0.3353
## 1432        25050       0.69858542        0.48885350  22790.880  0.7753
## 1433        25774       0.50473485        0.70713202  13678.090  0.8197
## 1434        26833       0.56317690        0.66306695  14088.950  0.7110
## 1435        15269       0.87179487        0.61401952  10758.678  0.9737
## 1436        19540       0.84283465        0.61897041  11730.782  0.8710
## 1437        21858       0.85270144        0.52062952  18063.486  0.8766
## 1438        20183       0.67855679        0.55154505  16520.350  0.4767
## 1439        22981       0.83594306        0.57082452  13721.857  0.9471
## 1440        17960       0.72909968        0.60977948  14793.219  0.7075
## 1441        21940       0.61121380        0.51173226  13603.238  0.6532
## 1442        23308       0.61121380        0.51173226  13603.238  0.7833
## 1443        21650       0.78472988        0.66888593      0.000  0.9968
## 1444         7108       0.56651163        0.48472615   6765.773  0.9600
## 1445        15553       0.62106423        0.52815575  16010.849  0.7224
## 1446        18103       0.62106423        0.52815575  16010.849  0.7588
## 1447        16720       0.67439231        0.58222915  15152.149  0.6882
## 1448        22560       0.69858542        0.48885350  22790.880  0.6351
## 1449        21477       0.69858542        0.48885350  22790.880  0.7029
## 1450        11812       0.62972292        0.61920530  10061.940  0.8720
## 1451        12999       0.60214008        0.49157303  14399.790  0.5221
## 1452        12010       0.64007421        0.44827586  15431.496  0.8094
## 1453        29644       0.91244177        0.52002590  17006.545  0.3555
## 1454        26933       0.44961100        0.41044776  24091.265  0.6416
## 1455        13410       0.61477987        0.55753968  15293.637  0.6395
## 1456        14136       0.64142195        0.48250460  15166.879  0.7273
## 1457        11844       0.61197339        0.43646409  14614.744  0.8720
## 1458        24504       0.80725422        0.51565378  16923.388  0.6905
## 1459        24945       0.80725422        0.51565378  16923.388  0.6949
## 1460        24051       0.76596279        0.52367531  17679.941  0.7673
## 1461        23379       0.76596279        0.52367531  17679.941  0.7116
## 1462        23273       0.76596279        0.52367531  17679.941  0.7061
## 1463        21400       0.76596279        0.52367531  17679.941  0.7730
## 1464        22360       0.76596279        0.52367531  17679.941  0.6730
## 1465        17649       0.85270144        0.52062952  18063.486  0.6291
## 1466        18592       0.68006631        0.68493151  13043.457  0.7093
## 1467        19233       0.71670978        0.52623421  14933.859  0.8385
## 1468        19914       0.73481781        0.56503728  15509.857  0.7866
## 1469        17540       0.76757532        0.57711864  14935.800  0.8157
## 1470        10732       0.66936791        0.41886792  17955.405  0.7080
## 1471        21161       0.69626830        0.51135702  20078.150  0.6037
## 1472        31643       0.87266355        0.61725664  12360.306  0.8397
## 1473        14186       0.67083333        0.56076854  13036.935  0.4053
## 1474        13998       0.64692982        0.57796976  13244.941  0.7007
## 1475        25148       0.78112550        0.59385327  14444.787  0.3902
## 1476        16420       0.78848353        0.53361892  13186.935  0.9258
## 1477        14380       0.78848353        0.53361892  13186.935  0.9207
## 1478        29286       0.86421737        0.47207365  54289.254  0.4247
## 1479        17673       0.74301902        0.62135922  10302.700  0.9096
## 1480        23632       0.79588015        0.63792010   9451.071  0.8980
## 1481        23505       0.76596279        0.52367531  17679.941  0.9180
## 1482        17900       0.91782366        0.53993176  16576.060  0.8036
## 1483        21115       0.90182319        0.52231043  14604.324  0.7629
## 1484        22891       0.69858542        0.48885350  22790.880  0.6553
## 1485        26181       0.86421737        0.47207365  54289.254  0.5575
## 1486        15548       0.79472141        0.56269758  15896.818  0.5899
## 1487        24133       0.61121380        0.51173226  13603.238  0.8676
## 1488        22877       0.61121380        0.51173226  13603.238  0.8163
## 1489        21202       0.67242621        0.60966736  14576.606  0.9247
## 1490        17093       0.79040774        0.58486563  15267.650  0.6630
## 1491         5437       0.76344086        0.56744186   7204.110  1.0000
## 1492        16206       0.68847832        0.54579323  18086.927  0.7157
## 1493        19535       0.62806783        0.47551656  18386.926  0.6424
## 1494        19966       0.62806783        0.47551656  18386.926  0.5077
## 1495        19504       0.84045262        0.58271865  13544.190  0.7799
## 1496        19538       0.71670978        0.52623421  14933.859  0.9156
## 1497        22422       0.76596279        0.52367531  17679.941  0.7901
## 1498        22170       0.76596279        0.52367531  17679.941  0.6338
## 1499        10961       0.54058876        0.48342246  22173.876  0.9659
## 1500        16726       0.56462585        0.51391162  20595.514  0.7449
## 1501        17950       0.91782366        0.53993176  16576.060  0.7630
## 1502        18507       0.75477099        0.50028918  17660.840  0.9247
## 1503        20157       0.73351351        0.61011956  15222.725  0.8624
## 1504        19732       0.70777304        0.53370562  14186.944  0.5597
## 1505        17900       0.63685637        0.59427099  16349.125  0.9281
## 1506         6994       0.73481781        0.56503728  15509.857  0.7500
## 1507        17387       0.62806783        0.47551656  18386.926  0.7797
## 1508        19929       0.70564516        0.37214612  20856.165  0.6517
## 1509        17167       0.76634214        0.55384615  11451.068  0.2300
## 1510        18024       0.74193548        0.64155844  14147.803  0.8361
##      PCTFLOAN GRAD_DEBT_MDN WDRAW_DEBT_MDN APPL_SCH_PCT_GE2 MD_EARN_WNE_P6
## 1      0.5529       20500.0         8650.0       0.49886750          33300
## 2      0.8157       31000.0         9500.0       0.67954220          20300
## 3      0.3714       21500.0        11500.0       0.39981785          36400
## 4      0.5103       26495.0         8750.0       0.71323529          26600
## 5      0.9334       21250.0         8250.0       0.59331742          29100
## 6      0.7204       26379.0         6874.5       0.61761006          29900
## 7      0.6925       21334.5         8608.0       0.50024716          26000
## 8      0.6210       10890.5         5500.0       0.53982301          31200
## 9      0.7450       30500.0        13375.0       0.62356322          22300
## 10     0.3807       20834.0         9000.0       0.61129568          36300
## 11     0.6937       27000.0        11500.0       0.79796265          34600
## 12     0.7584       34500.0        13526.5       0.76862124          19800
## 13     0.6325       22182.0         9500.0       0.51017300          29300
## 14     0.2554       16500.0         6500.0       0.31618475          30600
## 15     0.5190       22649.0         6250.0       0.51744186          36800
## 16     0.7467        9500.0         3742.0       0.40658645          22500
## 17     0.9092       34500.0        10302.0       0.43290323          21200
## 18     0.8550        5560.0         5062.0       0.11840355          27400
## 19     0.4702        9500.0         4260.0       0.35444854          23300
## 20     0.6069        9500.0         4750.0       0.33452893          17900
## 21     0.8789       48250.0        14486.0       0.36224490          22000
## 22     0.8190       17800.0         4867.0       0.37672456          27700
## 23     0.0774        5957.5         3500.0       0.29736706          21600
## 24     0.7126       13372.5         6963.0       0.34905660          16000
## 25     0.6667       13372.5         6963.0       0.34905660          16000
## 26     0.7543       11568.0         4379.0       0.35860839          16300
## 27     0.6258       18750.0         5500.0       0.49028278          35500
## 28     0.6805        9996.5         3750.0       0.43107769          15600
## 29     0.7602       18772.0         6334.0       0.29703190          29300
## 30     0.2787       12500.0         5750.0       0.22218395          20800
## 31     0.5685       20000.0         8250.0       0.56684219          32000
## 32     0.2761       10093.5         5500.0       0.54478291          25900
## 33     0.7088        8708.0         3745.0       0.36971707          25000
## 34     0.2746       12108.0         4000.0       0.58256910          31500
## 35     0.4303       30670.5         4750.0       0.47549909          28800
## 36     0.8533       33860.0         9500.0       0.66254826          15300
## 37     0.4618       16000.0         5500.0       0.42350129          27500
## 38     0.7359       11550.0         5250.0       0.52423469          40300
## 39     0.2805        9500.0         6000.0       0.30522876          21100
## 40     0.4699       19500.0         6200.0       0.50319489          27700
## 41     0.2787        8000.0         3750.0       0.41003672          24100
## 42     0.0581        3500.0         2250.0       0.40765550          21400
## 43     0.6374       19917.0         5500.0       0.59269663          25600
## 44     0.6077        9500.0         3958.0       0.39435285          25100
## 45     0.6258        9500.0         4750.0       0.40219780          22800
## 46     0.1805       10500.0         5712.0       0.33434076          20700
## 47     0.4416        7489.0         4750.0       0.27113402          19600
## 48     0.9828        7000.0         3902.5       0.21613833          13600
## 49     0.5989       24974.0        15241.0       0.61660344          37400
## 50     0.0439       11625.0         5362.5       0.37432875          22000
## 51     0.6984       31000.0         9500.0       0.35294118          23400
## 52     0.8264        8582.0         3320.0       0.21682848          34900
## 53     0.0435       13948.0         5140.0       0.35467083          22800
## 54     0.5686       27500.0        10000.0       0.65217391          26100
## 55     0.5017       16112.5         9500.0       0.67970084          34800
## 56     0.4443       16583.0         8333.0       0.87223186          36000
## 57     0.6254       24926.0         6802.0       0.37595129          28600
## 58     0.6391       11250.0         4408.0       0.32006369          28400
## 59     0.5666       24500.0        11000.0       0.55936073          65500
## 60     0.0271       10500.0         5500.0       0.45766222          25800
## 61     0.6586       20000.0        12000.0       0.84117906          41100
## 62     0.6458       20500.0        11000.0       0.65699208          31400
## 63     0.0277        5500.0         5005.0       0.53743416          22500
## 64     0.5302       27375.0         5500.0       0.50491803          33900
## 65     0.6986       28583.0         9167.0       0.61083744          24700
## 66     0.0183        5812.0         4000.0       0.51812844          21400
## 67     0.6209        4290.0         1750.0       0.29685535          14800
## 68     0.8057       26958.0        11000.0       0.76912929          41200
## 69     0.7993       10061.0         3540.0       0.36275862          17600
## 70     0.6194       12000.0         5500.0       0.37398594          29400
## 71     0.7278       12000.0         5500.0       0.37398594          29400
## 72     0.1044        4000.0         3500.0       0.38733023          19100
## 73     0.7464       18750.0        12187.0       0.60248447          29800
## 74     0.0261        4500.0         4697.0       0.56666667          23900
## 75     0.6274       18772.0         6334.0       0.29703190          29300
## 76     0.8422       18772.0         6334.0       0.29703190          29300
## 77     0.5571       22146.5         7873.0       0.40333333          24200
## 78     0.7220        9791.0         5736.0       0.53900536          32500
## 79     0.0169        5000.0         3500.0       0.52424817          24600
## 80     0.0605        9500.0         5559.0       0.50769231          23800
## 81     0.0555        6624.0         4500.0       0.52294085          19400
## 82     0.0322        9500.0         4744.0       0.59243212          23100
## 83     0.4861       20500.0        11000.0       0.82216867          42700
## 84     0.5304        9500.0         3668.0       0.45712836          17500
## 85     0.3808        9500.0         4414.5       0.36665017          21800
## 86     0.0941       10250.0         7000.0       0.40942408          23400
## 87     0.5753       13000.0         9000.0       0.79282219          27300
## 88     0.6118       20625.0         9500.0       0.80474934          32000
## 89     0.0262       10000.0         4780.0       0.45479911          24100
## 90     0.0322       11000.0         4750.0       0.45483223          25900
## 91     0.8620       23333.0         9500.0       0.73169192          47300
## 92     0.6971        9500.0         4750.0       0.35830091          24000
## 93     0.6623        9500.0         4629.5       0.40938166          17500
## 94     0.7620        9500.0         4750.0       0.36775956          20800
## 95     0.4574       25000.0         9375.0       0.47024199          46800
## 96     0.5134        4655.0         2070.5       0.41880342          19200
## 97     0.9866        6887.0         3246.5       0.39175258          22100
## 98     0.0166       14375.0         5500.0       0.48097203          29400
## 99     0.5423        9500.0         4060.5       0.38839590          23900
## 100    0.6552       20000.0        14750.0       0.80707965          48900
## 101    0.4407       25000.0        10264.0       0.80454177          47000
## 102    0.4929       21266.0        11951.5       0.35869565          26900
## 103    0.6633       23738.0         8625.0       0.68874701          39600
## 104    0.0256        5500.0         3500.0       0.53236373          23000
## 105    0.0637        4500.0         3500.0       0.55726774          20700
## 106    0.5521       17886.5         5945.5       0.41768416          20100
## 107    0.0313        4500.0         3500.0       0.68064616          26200
## 108    0.9665       19180.0         8750.0       0.41056911          23600
## 109    0.0088        4500.0         4500.0       0.47257816          27600
## 110    0.8909       37540.0         6334.0       0.50403078          22200
## 111    0.6484        9967.0         4750.0       0.21815369          31500
## 112    0.0576        7500.0         4982.5       0.31108881          20300
## 113    0.5897        5500.0         6043.0       0.44476744          22400
## 114    0.0118        6796.0         4500.0       0.48348348          30000
## 115    0.9455        9500.0         3751.0       0.30123457          20300
## 116    0.0198        4500.0         3500.0       0.46436394          21900
## 117    0.3900       21763.0        12219.0       0.82379459          53700
## 118    0.5752       21500.0        12000.0       0.81751825          29900
## 119    0.7209       25000.0         9500.0       0.87185629          31100
## 120    0.7604       27133.0         6334.0       0.30541012          26100
## 121    0.3976       20500.0         7500.0       0.58453420          41500
## 122    0.4858       19500.0         5500.0       0.55485690          31600
## 123    0.7329       22133.5         4750.0       0.22485207          41100
## 124    0.1743        9000.0         4500.5       0.36320506          24700
## 125    0.2383       15500.0         5500.0       0.46254682          29800
## 126    0.7404       17070.0         6831.0       0.44230769          16100
## 127    0.3926        9500.0         4750.0       0.47082793          27500
## 128    0.4026       13920.0         5653.0       0.50882647          24200
## 129    0.7467       15656.0         4750.0       0.21506442          28100
## 130    0.7836       38514.5         8063.5       0.38537876          26300
## 131    0.4660       19456.5         5500.0       0.53450051          25800
## 132    0.6378       12000.0         4750.0       0.31050228          16700
## 133    0.2888       12031.0         5500.5       0.43897638          23200
## 134    0.2782        9638.0         5000.0       0.34151119          24700
## 135    0.6656       25838.5        15250.0       0.53264833          46800
## 136    0.7323       28248.0         6000.0       0.47872340          22700
## 137    0.8196       17358.5         5500.0       0.24220623          25200
## 138    0.2512        5500.0         4500.0       0.36898839          21300
## 139    0.6588       14917.0         7417.0       0.38288288          19600
## 140    0.9052       27591.5         9500.0       0.49092971          42400
## 141    0.5461        9833.0         3750.0       0.26923077          23600
## 142    0.0605        5500.0         3500.0       0.40310078          21200
## 143    0.5781       22200.0         8250.0       0.60506772          35400
## 144    0.9485       10136.0         3187.0       0.17274168          27900
## 145    0.6574       26700.0         5600.0       0.78935447          33800
## 146    0.0549        4687.5         3500.0       0.38718861          24900
## 147    0.5565        9365.0         3097.5       0.27461859          19200
## 148    0.6238       23000.0         6225.0       0.70310881          43100
## 149    0.5769       27000.0        10500.0       0.64705882          39500
## 150    0.6616       20000.0         7382.0       0.45546559          53000
## 151    0.6195       22655.0         9000.0       0.67272727          33600
## 152    0.1004       10763.0         7190.0       0.55327869          60100
## 153    0.1429        5217.0         2900.0       0.35768645          24800
## 154    0.1806        7547.0         3500.0       0.47817048          24300
## 155    0.7727       28500.0         9500.0       0.75339806          25900
## 156    0.9120       27500.0         8112.5       0.72467532          31600
## 157    0.5250       15832.0         6285.5       0.47354613          35000
## 158    0.5819       25000.0         5944.0       0.80197368          44200
## 159    0.5671       27000.0         9500.0       0.66917293          22100
## 160    0.4121       23000.0        11000.0       0.71587357          49500
## 161    0.8857       30500.0         7917.0       0.70220868          27700
## 162    0.7745       14748.0         5916.5       0.18247588          29600
## 163    0.3206       17541.0         5500.0       0.60472973          31100
## 164    0.3576       12750.0         6334.0       0.41100917          18100
## 165    0.7684       29166.5         8250.0       0.59498208          24300
## 166    0.0695        6000.0         3300.0       0.39852399          22900
## 167    0.5988       15225.0         9500.0       0.60370370          27000
## 168    0.7614       24750.0        11000.0       0.72362257          25900
## 169    0.3675        6750.0         4500.0       0.37330623          26400
## 170    0.6515       21974.0         5500.0       0.51035255          31500
## 171    0.9396        9500.0         4439.0       0.30234957          18600
## 172    0.5356       23000.0         7000.0       0.62750218          32900
## 173    0.6214       16571.5         6334.0       0.38235294          21000
## 174    0.8077        9500.0         4285.0       0.53436426          19300
## 175    0.1701        5500.5         3500.0       0.33666667          24000
## 176    0.8554       23500.0         7667.0       0.54792681          23000
## 177    0.7428       15088.0         4750.0       0.34118756          21200
## 178    0.0469        4500.0         3500.0       0.44361649          23700
## 179    0.5408        6333.0         4750.0       0.35249042          16200
## 180    0.5252       16512.5         9500.0       0.40863787          35600
## 181    0.8818        7000.0         4750.0       0.33577982          14200
## 182    0.6064        9500.0         4859.0       0.40535117          17700
## 183    0.6233       24750.0         9500.0       0.62645311          39900
## 184    0.0822        4500.0         3500.0       0.30642268          22500
## 185    0.7577       25872.0         4308.0       0.49721534          18400
## 186    0.1667        6994.5         4000.0       0.33665670          23000
## 187    0.0551        6299.5         3750.0       0.42531216          25000
## 188    0.5554       21875.0         7125.0       0.52695910          35700
## 189    0.2615       10375.5         5500.0       0.45303676          25700
## 190    0.6984       26773.0        11500.0       0.73903819          33100
## 191    0.5648       25000.0         5750.0       0.70715206          36100
## 192    0.4892       11350.0         5500.0       0.60465116          21700
## 193    0.4554       12500.0         5500.0       0.49043062          25400
## 194    0.6257       25100.0         8750.0       0.79347826          23800
## 195    0.4875       11000.0         5500.0       0.58815454          24400
## 196    0.6708        7701.0         3366.0       0.38167939          15600
## 197    0.7258       34250.0        12000.0       0.46956522          21400
## 198    0.4986       12954.0         4686.0       0.43708609          23100
## 199    0.6787       25375.0         9500.0       0.63187588          30500
## 200    0.8866       39007.5         9500.0       0.43133747          32400
## 201    0.7110        9999.0         5500.0       0.64550725          23700
## 202    0.3181        9775.0         4500.0       0.49543815          25300
## 203    0.8738       11667.0         3166.0       0.37500000          23700
## 204    0.9308       16500.0         4500.0       0.44485981          21100
## 205    0.3872        8792.0         3500.0       0.42953857          26300
## 206    0.8044        8334.0         6916.0       0.43280632          31100
## 207    0.7527       27000.0        15750.0       0.83496007          29300
## 208    0.4701       16500.0         5625.0       0.43062967          33200
## 209    0.8956       36140.5         9500.0       0.78221416          18100
## 210    0.8817        9500.0         5500.0       0.33458647          58400
## 211    0.8361       31000.0         9500.0       0.75226586          21200
## 212    0.6156       24403.0         8985.5       0.27053140          54800
## 213    0.7057       22219.0         5500.0       0.53284672          21300
## 214    0.6608       20740.0         7500.0       0.56684588          30400
## 215    0.5993       24633.0         5500.0       0.55000000          25400
## 216    0.8524       21000.0         6227.5       0.30378439          25600
## 217    0.4205       24000.0         5250.0       0.57683983          36100
## 218    0.3385        9500.0         4750.0       0.22821577          18100
## 219    0.2333        9250.0         5250.0       0.48055988          21700
## 220    0.6198       23298.0         8250.0       0.75776398          28500
## 221    0.6065       25000.5        10000.0       0.60455764          30100
## 222    0.2225       10500.0         6422.5       0.45193418          24200
## 223    0.5075       24500.0         9019.5       0.64694471          24500
## 224    0.6676       27000.0         7000.0       0.75300172          35600
## 225    0.6528        9500.0         3750.0       0.42361111          15400
## 226    0.8278       21764.0         5500.0       0.56783920          25700
## 227    0.5814       10108.5         4750.0       0.47058824          17000
## 228    0.1070        3500.0         2610.0       0.32627119          22300
## 229    0.9451       23158.0         9500.0       0.74805379          25100
## 230    0.0637        6500.0         3500.0       0.72453158          19300
## 231    0.8830        9500.0         3166.0       0.40026247          27900
## 232    0.6170        9500.0         3750.0       0.42361111          15400
## 233    0.6083       22666.5         7260.0       0.70506481          38800
## 234    0.8532       39007.5         9500.0       0.43133747          32400
## 235    0.7410        8433.0         4750.0       0.35943061          19400
## 236    0.1662        9636.0         4750.0       0.44465753          28000
## 237    0.6621       22500.0        11000.0       0.53670034          31700
## 238    0.1446        6250.0         3500.0       0.39098266          27300
## 239    0.7289        8100.0         3016.0       0.33663366          22200
## 240    0.5608       21500.0        13448.0       0.60656475          36600
## 241    0.6273       25000.0         8750.0       0.83421053          38300
## 242    0.4779       23721.0         9500.0       0.76559140          52400
## 243    0.7952        9791.0         5736.0       0.53900536          32500
## 244    0.8952       34500.0        10302.0       0.43290323          21200
## 245    0.2265        7665.5         3785.0       0.32427695          22300
## 246    0.0613        5661.0         3500.0       0.37418238          25200
## 247    0.0747        4435.0         2238.5       0.34649123          23300
## 248    0.1648        7000.0         4214.0       0.37033898          21900
## 249    0.6473       25000.0         8750.0       0.76151887          38700
## 250    0.7386       20000.0         9500.0       0.48192771          24100
## 251    0.8299       29500.0         9365.0       0.48039216          25800
## 252    0.8075       25609.5         9000.0       0.76319350          31300
## 253    0.6959       16000.0         9500.0       0.47865014          38900
## 254    0.6690       21750.0         9500.0       0.59573498          34600
## 255    0.8830        9833.0         3700.0       0.37068966          15400
## 256    0.2440        8000.0         3500.0       0.44037657          24300
## 257    0.1132        8586.0         4215.0       0.61084964          20600
## 258    0.7169       23385.5         7500.0       0.65758755          31100
## 259    0.8244       27258.0         9500.0       0.40275651          20400
## 260    0.6677       25000.0         8750.0       0.71712159          32500
## 261    0.4894       10500.0         5119.5       0.40588235          15400
## 262    0.7826       19545.5         4157.0       0.51569507          15900
## 263    0.0394        6813.0         3500.0       0.54911467          25500
## 264    0.6882       22139.5         7472.0       0.56640492          32000
## 265    0.6108       22999.0         7051.0       0.66542056          35900
## 266    0.8736       40639.0        15810.0       0.56000000          25700
## 267    0.4430       23479.0         7500.0       0.78214826          37100
## 268    0.7755       28400.0         5500.0       0.75690608          32600
## 269    0.7867       23000.0         7450.0       0.73664122          28000
## 270    0.8317       24709.0         6132.0       0.48929305          21400
## 271    0.6862       25569.0         8750.5       0.61344538          34100
## 272    0.8336       21703.5         9500.0       0.60801782          35100
## 273    0.8153       18772.0         6334.0       0.29703190          29300
## 274    0.7921       17800.0         4867.0       0.37672456          27700
## 275    0.6601       12343.0         6977.0       0.45571956          16700
## 276    0.5554       12000.0         4750.0       0.21333333          28400
## 277    0.9082       27000.0         5500.0       0.72031662          32000
## 278    0.7991       17800.0         4867.0       0.37672456          27700
## 279    0.0914       12750.0         7160.5       0.52546917          25900
## 280    0.9041       25062.5         8250.0       0.62669864          34400
## 281    0.5752       27000.0         7000.0       0.61172161          30100
## 282    0.6667       25660.0         8006.0       0.55875831          26900
## 283    0.5160        9500.0         3611.0       0.45205479          15900
## 284    0.7096       26230.0         9500.0       0.64722617          31400
## 285    0.5532       23000.0         8250.0       0.68382886          41000
## 286    0.9206       25250.0         8250.0       0.59880750          29800
## 287    0.6922       25000.0         8194.0       0.55744681          28900
## 288    0.3736       11000.0         5379.0       0.45038846          28200
## 289    0.4326       11898.0         5500.0       0.36170213          27700
## 290    0.6144       11500.5         4693.0       0.38617886          16800
## 291    0.7503       24191.5         7416.0       0.64810690          28900
## 292    0.7155       27000.0        11000.0       0.70348837          33400
## 293    0.7760       30500.0        11900.0       0.37698413          12400
## 294    0.4077       11687.0         6322.0       0.37192982          25600
## 295    0.6931       22860.5         9500.0       0.54086538          39000
## 296    0.4106       12000.0         5500.0       0.33863908          26900
## 297    0.3547        9681.5         4112.5       0.33799664          22700
## 298    0.4983       12000.0         5250.0       0.38340336          27600
## 299    0.8086       25000.0         9500.0       0.57178841          33400
## 300    0.3754        6633.0         3500.0       0.48235294          25300
## 301    0.1444        9500.0         5500.0       0.41395664          26800
## 302    0.8273       17161.5         4012.0       0.38406489          24100
## 303    0.9138       23250.0         4750.0       0.41839378          24000
## 304    0.3166        8500.0         5500.0       0.42698192          26400
## 305    0.3129       10977.0         3750.0       0.51750973          18700
## 306    0.6400        9500.0         7779.0       0.29983250          29300
## 307    0.3813       18860.5         5500.0       0.47475369          30800
## 308    0.7326       25000.0        14000.0       0.51103843          36000
## 309    0.2639        9500.0         4750.0       0.45288326          25800
## 310    0.4036       20750.0         7750.0       0.52954809          35700
## 311    0.5016        9500.0         4750.0       0.29955947          31100
## 312    0.6404       18900.0         5537.5       0.42623457          33100
## 313    0.1994        4856.5         3500.0       0.31824611          27700
## 314    0.5392       24997.0         9223.0       0.47705443          37000
## 315    0.6880       25250.0         9500.0       0.65025907          27000
## 316    0.5476       10667.0         4750.0       0.41852487          14800
## 317    0.4365       10447.0         5500.0       0.36655949          22900
## 318    0.2340        9382.5         4983.0       0.32414830          17600
## 319    0.3177        9723.0         4258.0       0.43750000          23100
## 320    0.3492       11659.5         5198.0       0.44553610          22800
## 321    0.8718       22311.0         5500.0       0.73084886          27300
## 322    0.8417       27000.0         5500.0       0.69148936          22900
## 323    0.8271       23518.5         9500.0       0.37788018          27700
## 324    0.4427       19250.0         6500.0       0.57949727          32200
## 325    0.4709       21493.0         6741.0       0.59029081          24500
## 326    0.4475       22138.5         6334.0       0.48656542          16600
## 327    0.6291       12474.0         5542.5       0.44964029          15100
## 328    0.8492       17800.0         4867.0       0.37672456          27700
## 329    0.7052       18284.5         8867.0       0.44500846          23600
## 330    0.5988       21749.0         7271.5       0.45295732          25200
## 331    0.9881        9500.0         4750.0       0.33251834          20600
## 332    0.4051       18119.5         5500.0       0.49829642          26400
## 333    0.3376       18500.0         5500.0       0.45983856          37500
## 334    0.5660        9970.0         4750.0       0.46220930          19900
## 335    0.8515        9833.0         4750.0       0.41736434          21800
## 336    0.5683       16500.0         4750.0       0.36518047          14700
## 337    0.2088       28470.5        10500.0       0.70781734          24100
## 338    0.3698       19125.0         6500.0       0.45566860          31000
## 339    0.3899       25536.0         7500.0       0.66932271          42800
## 340    0.7618       27000.0         9500.0       0.70391779          30400
## 341    0.4390       26048.0         7834.0       0.49267395          25800
## 342    0.3970       11911.0         5500.0       0.45163014          25900
## 343    0.6688       25000.0        10489.0       0.81631206          34300
## 344    0.4446       12000.0         4937.5       0.31305638          24800
## 345    0.4717       27000.0         5500.0       0.72697725          34500
## 346    0.8517       27000.0         9500.0       0.57187500          26800
## 347    0.3150        5500.0         2964.5       0.30484330          21700
## 348    0.3446       14507.0         5500.0       0.42066421          24300
## 349    0.5760       19513.0         8814.0       0.64438503          48700
## 350    0.1050        6335.5         4500.0       0.39884997          27900
## 351    0.8410       29197.5        10500.0       0.68253968          34600
## 352    0.5288       16558.0         6500.0       0.71713147          29600
## 353    0.9956        9573.0         3789.0       0.14209591          25300
## 354    0.3227        6500.0         4738.0       0.35146580          25400
## 355    0.7075       25000.0         9500.0       0.77369668          34100
## 356    0.5366       26000.0         6400.0       0.87223757          46000
## 357    0.3615       18100.0        10000.0       0.72680913          45200
## 358    0.6924       26999.5         9500.0       0.79768786          25400
## 359    0.7308       10796.0         4750.0       0.42006270          23300
## 360    0.7785       24750.0         7000.0       0.73340708          39700
## 361    0.5058       25000.0        10966.0       0.57975460          37500
## 362    0.2243        6750.0         3500.0       0.52453598          30500
## 363    0.6228        9466.5         5306.0       0.34921875          20200
## 364    0.5142       19000.0         5500.0       0.64618406          37500
## 365    0.5406        9500.0         5510.5       0.35697400          27700
## 366    0.6111       24250.0         7615.0       0.73924853          37500
## 367    0.7866       25570.0         6361.0       0.69444444          31300
## 368    0.7160       26419.0         7217.0       0.87035436          40100
## 369    0.8842       18750.0         8000.0       0.50000000          34700
## 370    0.7918       42604.0         9621.5       0.48913043          34100
## 371    0.4429       25000.0         9250.0       0.83429426          45100
## 372    0.5146       25000.0         8500.0       0.78080986          37800
## 373    0.5237       23605.0         7500.0       0.67672689          33100
## 374    0.8281       20000.0         8669.0       0.31120332          55700
## 375    0.7203       20113.0        11995.0       0.41906475          34300
## 376    0.1050        7750.0         3993.0       0.31504257          25700
## 377    0.7746       26540.0         9500.0       0.46080760          47500
## 378    0.6393       25000.0         6334.0       0.70861937          33700
## 379    0.5879       14250.0         5500.0       0.75467775          24900
## 380    0.7796       20000.0         5500.0       0.24479167          40000
## 381    0.6798       27000.0         9500.0       0.44078947          31400
## 382    0.6607       27000.0        15375.0       0.87416587          35000
## 383    0.6793       20500.0         7500.0       0.69547739          33400
## 384    0.7389       21512.0         6500.0       0.73937554          34400
## 385    0.7585       12000.0         6644.0       0.49815498          31000
## 386    0.5807       19000.0         5500.0       0.72893773          18600
## 387    0.2646        7800.0         3500.0       0.39285714          23800
## 388    0.9325       20000.0        20688.0       0.42677824          60300
## 389    0.7326       23250.0         9500.0       0.69187146          26700
## 390    0.6103       24024.5         9097.0       0.67557995          38900
## 391    0.9614       12000.0         5500.0       0.49635037          26300
## 392    0.1725        6100.0         2901.5       0.43525480          28500
## 393    0.4757       20375.0         8000.0       0.75518672          30100
## 394    0.5470        7917.0         3756.0       0.21171171          29800
## 395    0.5722       19500.0         9500.0       0.73221757          21400
## 396    0.1802        5595.0         3500.0       0.35711030          26100
## 397    0.8641       30000.0        11000.0       0.88050314          28100
## 398    0.3110        6402.5         3054.5       0.35561160          25900
## 399    0.5702        9500.0         4750.0       0.20886076          27900
## 400    0.7029       27000.0         9500.0       0.81832061          40800
## 401    0.5800       23000.0         8174.0       0.62765957          33200
## 402    0.5504       19500.0         5500.0       0.77588047          32200
## 403    0.7383       23000.0        12648.0       0.60887261          36400
## 404    0.2052        5904.0         3026.0       0.36304394          24700
## 405    0.7023       25000.0         8250.0       0.76505711          35200
## 406    0.6348       21497.0         6000.0       0.71433744          33800
## 407    0.7808       27000.0         5750.0       0.81437126          30200
## 408    0.5283       18951.5         6500.0       0.67527675          34600
## 409    0.5762       27000.0        11000.0       0.61311054          30400
## 410    0.3352        9325.0         4960.0       0.30047587          20700
## 411    0.4498       23946.0        10500.0       0.49358974          43500
## 412    0.9116       26575.0         7500.0       0.72580645          27300
## 413    0.6938       29210.0         9500.0       0.57668612          25900
## 414    0.5423        9500.0         4750.0       0.49085366          14600
## 415    0.9064        8456.0         4029.0       0.36962306          18400
## 416    0.2781        5000.0         4750.0       0.41590214          22700
## 417    0.3566        8250.0         3704.0       0.34580645          21900
## 418    0.7262       22761.0         4767.0       0.56633663          25800
## 419    0.7447       22562.5        10748.0       0.52615618          28600
## 420    0.6546       25000.0         8500.0       0.55706522          32400
## 421    0.4174       12000.0         4628.0       0.44332425          24700
## 422    0.6021        4833.0         2500.0       0.35849057          12700
## 423    0.5319       13600.0         5270.5       0.42263102          24800
## 424    0.3557       27000.0         8750.0       0.55810811          39300
## 425    0.6000       23594.0        14677.0       0.59960159          34200
## 426    0.8718       35497.0        10450.0       0.72086331          23700
## 427    0.3819       21665.5         9025.0       0.64836979          49000
## 428    0.5056       24888.5         9620.0       0.58711591          38700
## 429    0.6041       26000.0         6500.0       0.55283019          49700
## 430    0.6743       22875.0         7644.0       0.61774338          35200
## 431    0.7732       25096.0         9601.0       0.57516917          31800
## 432    0.1869       11000.0         3750.0       0.41215378          23600
## 433    0.5787        9833.0         4750.0       0.35714286          13300
## 434    0.5909        9500.0         4750.0       0.32721382          22200
## 435    0.1947        7687.5         4500.0       0.40127389          20200
## 436    0.4224       13252.0         5500.0       0.37233260          22500
## 437    0.5616       23482.0         8625.0       0.60716246          33900
## 438    0.6711        9500.0         4750.0       0.35796270          21900
## 439    0.2627       10793.5         3764.0       0.38757862          24200
## 440    0.3599       10832.0         4750.0       0.50885417          19400
## 441    0.9689        9500.0         3500.0       0.35641892          22300
## 442    0.3020       10500.0         5000.0       0.49443042          22700
## 443    0.1803        9159.0         4131.0       0.34615385          20100
## 444    0.8272       23124.0         6529.0       0.39552239          27100
## 445    0.4012       14250.0         5500.0       0.38375350          30600
## 446    0.6061       19694.5         6790.5       0.35584906          31700
## 447    0.6773       22500.0        11200.0       0.49670330          38100
## 448    0.6556       21500.0        11000.0       0.48138958          38400
## 449    0.4089       12000.0         6306.0       0.31861629          31000
## 450    0.4881       13000.0         5500.0       0.31574468          29600
## 451    0.7495        9791.0         5736.0       0.53900536          32500
## 452    1.0000       11878.0         2750.0       0.14861996          28000
## 453    0.8754       27000.0         8750.0       0.49262537          24400
## 454    0.6468       22124.0         6756.0       0.43054702          31700
## 455    0.8690       29570.0         6009.5       0.39790576          24900
## 456    0.3834       11000.0         5500.0       0.41260489          31200
## 457    0.5232       21500.0         8400.0       0.48494711          31000
## 458    0.2846        8725.0         5484.0       0.47560976          19600
## 459    0.4553       13000.0         5500.0       0.30626012          30000
## 460    0.5561       12000.0         5500.0       0.32898752          32300
## 461    0.5176       21500.0         8750.0       0.42203219          34600
## 462    0.6152       22303.5         8750.0       0.55270394          33000
## 463    0.7184       26000.0         9818.0       0.42797784          27600
## 464    0.6938       23000.0        10750.0       0.46162791          42600
## 465    0.5848       25000.0         8250.0       0.61061285          42000
## 466    0.5730       10821.0         6931.0       0.39911308          23400
## 467    0.7632       27000.0         9500.0       0.53721841          39500
## 468    0.4744       13000.0         5500.0       0.38183150          29900
## 469    0.6959       18500.0         7000.0       0.62641961          27500
## 470    0.5919       10432.0         5097.0       0.51454824          21000
## 471    0.1200       28000.0        12057.0       0.65435427          23500
## 472    0.4705       20000.0         8193.0       0.51063227          33600
## 473    0.6086       15000.0         9500.0       0.56806616          28400
## 474    0.5972       24000.0         7500.0       0.60438871          31900
## 475    0.2405        8409.0         4205.0       0.40616817          22600
## 476    0.5391       10833.0         3250.0       0.43129771          15700
## 477    0.7571       21500.0         9250.0       0.41981132          22300
## 478    0.8019       20000.0         9500.0       0.60068847          37900
## 479    0.7090       15916.0         6500.0       0.59757282          29600
## 480    0.2379       12250.0         4750.0       0.35033727          22500
## 481    0.5636        9833.0         4204.0       0.41463415          13500
## 482    0.7810       12610.0         3878.0       0.36414566          19100
## 483    0.9246       23148.0         7500.0       0.56514658          27400
## 484    0.7280       26455.5        13500.0       0.60812772          34000
## 485    0.2644        9500.0         4750.0       0.32538529          23400
## 486    0.6164       10500.0         5500.0       0.30623819          36300
## 487    0.4585        9500.0         5244.0       0.35759494          17700
## 488    0.2543        8949.0         5500.0       0.33814171          20800
## 489    0.8137       34484.5         6785.0       0.44661549          24000
## 490    0.9238       15188.0         7505.5       0.44745395          19700
## 491    0.5129       18985.5         8500.0       0.58836554          35300
## 492    0.2951        9000.0         4579.5       0.47441520          22800
## 493    0.6009        8291.5         3253.5       0.35294118          15700
## 494    0.7206        9437.5         4750.0       0.35869565          31600
## 495    0.4611       21500.0         7500.0       0.57283058          31900
## 496    0.9902       12000.0         5850.0       0.27230266          38400
## 497    0.4538        9500.0         5500.0       0.52631579          27100
## 498    0.1036        8000.0         4000.0       0.41403665          21200
## 499    0.7178       24375.0         7000.0       0.62470309          26600
## 500    0.5414       21500.0         7312.0       0.52616543          30200
## 501    0.7875       26418.5         8250.0       0.72488038          30500
## 502    0.6635       17995.0         6500.0       0.46904315          29700
## 503    0.5675       26000.0         7000.0       0.68811881          34400
## 504    0.4018        9728.0         4500.0       0.46153846          24300
## 505    0.3214        8000.0         6364.5       0.27835052          23600
## 506    0.5956       23750.0         9500.0       0.54624782          25800
## 507    0.6743       10250.0         5500.0       0.42721519          26000
## 508    0.4951       17500.0         7173.5       0.36708861          33200
## 509    0.5117       23050.0         9000.0       0.43113225          31000
## 510    0.6777       25498.5         7215.0       0.59386282          29800
## 511    0.4227        7091.0         4500.0       0.36140351          18100
## 512    0.4534       16440.0         5818.0       0.49666110          29400
## 513    0.6682       13094.0         5500.0       0.34000000          17900
## 514    0.5266       21500.0         9000.0       0.70853960          44100
## 515    0.6834       18015.0         8275.0       0.57964602          25600
## 516    0.6281       18799.0         6676.0       0.42230769          31600
## 517    0.2068        6399.0         2674.0       0.38406114          24700
## 518    0.4504       18940.0         6110.0       0.51505139          33200
## 519    0.5058       26048.0         7834.0       0.49267395          25800
## 520    0.4676       19530.5         5794.0       0.54596413          30300
## 521    0.6217       10979.5         3500.0       0.33628850          29500
## 522    0.5734       27000.0         8750.0       0.56510417          32300
## 523    0.0807       11940.0         5734.0       0.42518659          26700
## 524    0.3707       16382.0         5500.0       0.52127485          34500
## 525    0.1448        9498.0         4750.0       0.38492063          28100
## 526    0.7666        9499.0         3500.0       0.28806290          23700
## 527    0.2334       10500.0         5500.0       0.33132251          27400
## 528    0.8349       27000.0         5500.0       0.59242762          37000
## 529    0.2446       10500.0         5499.5       0.49485714          54600
## 530    0.6181        9833.0         4750.0       0.15699659          16800
## 531    0.6439       27000.0         5750.0       0.68761384          30900
## 532    0.5667        9500.0         4750.0       0.36410256          17900
## 533    0.7164       25500.0         5500.0       0.78318412          31000
## 534    0.6915       26000.0         7500.0       0.80443516          37900
## 535    0.7712       26870.0         8000.0       0.77161290          30100
## 536    0.7008       27000.0         9500.0       0.61640212          37500
## 537    0.7583       27000.0         7000.0       0.82198953          42300
## 538    0.7607        9500.0         4051.0       0.29629630          25200
## 539    0.2062        9300.0         4500.0       0.34647938          24100
## 540    0.6283       24309.0         8895.0       0.57790055          34500
## 541    0.5825       10988.0         5500.0       0.32358674          13000
## 542    0.3682       23250.0         8250.0       0.68153409          34800
## 543    0.7235       24245.0        12500.0       0.61020882          31200
## 544    0.1231        8500.0         3500.0       0.35149409          20000
## 545    0.6318       12750.0         5125.0       0.21773971          28000
## 546    0.1325        9250.0         4500.0       0.35865845          26800
## 547    0.6422       21000.0         7217.0       0.52887538          57900
## 548    0.7927       10988.0         5500.0       0.32369942          15000
## 549    0.1861        8700.0         5000.0       0.35524291          25500
## 550    0.4888        7667.0         5500.0       0.25301205          19600
## 551    0.6983        9500.0         4418.0       0.17440975          25000
## 552    0.2127        9450.0         4500.0       0.40604468          26500
## 553    0.5916       23000.0         8250.0       0.76615385          44800
## 554    0.4784       19750.0         7890.0       0.71244635          31300
## 555    0.1354        5250.0         4500.0       0.40310640          26000
## 556    0.3928       17125.0         5500.0       0.33642798          24300
## 557    0.0876        6986.0         3427.5       0.34154630          20700
## 558    0.3977       13313.0         5708.0       0.41157294          23900
## 559    0.3666       15986.0         6657.0       0.54086957          39700
## 560    0.4372       17125.0         5500.0       0.33642798          24300
## 561    0.1345        7000.0         3700.0       0.35846561          21000
## 562    0.6867       23000.0         7445.5       0.61851016          27100
## 563    0.3321       10863.5         5500.0       0.31321971          24200
## 564    0.8072       22525.0         8597.5       0.63223787         115200
## 565    0.7158        9500.0         4750.0       0.24214993          21300
## 566    0.5063       12600.0         2900.0       0.32000000          39700
## 567    0.6826       13091.5         5500.0       0.59746589          20300
## 568    0.4680       22000.0         5500.0       0.82678312          23200
## 569    0.8754       26393.0         7887.0       0.36097561          26000
## 570    0.9462       23036.0         5369.0       0.39470813          20500
## 571    0.9301       23036.0         5369.0       0.39470813          20500
## 572    0.7797       25937.0         8750.0       0.80747664          53400
## 573    0.7305       27000.0        12575.0       0.58433735          29800
## 574    0.7579        9500.0         4463.0       0.27173913          16000
## 575    0.5753        7750.0         4750.0       0.26587302          13100
## 576    0.6909        6333.0         4749.0       0.27207637          16400
## 577    0.3238       11848.0         6305.0       0.58077759          57300
## 578    0.3743       12000.0         4869.0       0.28181818          23500
## 579    0.1868       11500.0         5500.0       0.69574861          30200
## 580    0.0593        6500.0         3960.0       0.56537663          25400
## 581    0.7487       25000.0         9500.0       0.52808989          39100
## 582    0.6623       21902.0         7914.0       0.56467110          33700
## 583    0.3402       17200.0         9500.0       0.62837838          39100
## 584    0.4529       11888.0         5500.0       0.37261146          25000
## 585    0.5224       11620.0         5500.0       0.45540438          22700
## 586    0.6656       24636.5        12500.0       0.58620690          28100
## 587    0.2454        8750.0         4665.0       0.31102501          22500
## 588    0.6310       25000.0         9750.0       0.49560117          33700
## 589    0.6717       24275.0         7500.0       0.65357968          37700
## 590    0.3155       23250.0         9500.0       0.62338933          35800
## 591    0.7281       13037.5         4750.0       0.32383041          23400
## 592    0.6351       24000.0         6500.0       0.83978495          34600
## 593    0.7000        6152.0         5500.0       0.32777778          16600
## 594    0.6146       18813.0         7500.0       0.58652280          31600
## 595    0.4757        9500.0         4750.0       0.21359223          52100
## 596    0.7777       26500.0        11500.0       0.53952569          53700
## 597    0.7461       16874.0         5152.0       0.47126644          24200
## 598    0.3944       12000.0         5500.0       0.32712791          24800
## 599    0.8688       27500.0         6500.0       0.80772856          36600
## 600    0.9459        8792.0         4410.0       0.28707483          26200
## 601    0.6267       24000.0         9880.0       0.65800000          33000
## 602    0.3765       12000.0         5500.0       0.36646586          23600
## 603    0.2144       11296.5         5020.0       0.33445327          26200
## 604    0.5848       24500.0         8250.0       0.79359165          43000
## 605    0.8003       13268.5         3387.0       0.15088450          15700
## 606    0.4650       22754.0         7500.0       0.42011834          22700
## 607    0.5595        9500.0         4545.5       0.24857143          22700
## 608    0.8328       11120.0         4616.0       0.29852170          18600
## 609    0.6672       26000.0        15000.0       0.67402282          45100
## 610    0.6179       12000.0         6714.0       0.42063492          55300
## 611    0.5760       25000.0         8750.0       0.73803526          34100
## 612    0.7854       23000.0         8750.0       0.71094711          30900
## 613    0.4531       24000.0         8250.0       0.67164179          31200
## 614    0.7956       12000.0         4751.0       0.47058824          44900
## 615    0.2593       10500.0         4551.0       0.38261384          24200
## 616    0.5566       11882.5         7137.0       0.25749559          32400
## 617    0.7403       13941.0         6459.0       0.44275107          31400
## 618    0.7071       14000.0         7501.0       0.52287582          26000
## 619    0.7656       18250.0         8863.0       0.54788327          25700
## 620    0.5951       20389.0         8250.0       0.74295564          35200
## 621    0.4880       19000.0         7500.0       0.76166667          41200
## 622    0.5057       19500.0        12000.0       0.74719101          35000
## 623    0.5784       22500.0         8700.0       0.68956743          25800
## 624    0.8175       21000.0         9500.0       0.42510823          33500
## 625    0.7536       15675.0         4750.0       0.26879271          20500
## 626    0.8125       27000.0         8750.0       0.80409357          25000
## 627    0.2759       18000.0         6500.0       0.48514851          38800
## 628    0.1478       10500.0         5500.0       0.32424709          22400
## 629    0.1991        9705.0         5141.0       0.38296239          21600
## 630    0.7626       27000.0         9500.0       0.55460589          30700
## 631    0.9158       34000.0         9500.0       0.82683983          19000
## 632    0.5461        8575.5         4218.0       0.46666667          21200
## 633    0.7442       23800.5         9500.0       0.51591028          33200
## 634    0.2328        9750.0         5500.0       0.35389889          22300
## 635    0.1606        8500.0         4750.0       0.30136986          20200
## 636    0.7038       21500.0         8100.0       0.63173653          27900
## 637    0.3053        9500.0         5300.0       0.40755873          20700
## 638    0.3320        6000.0         5000.0       0.48188255          66400
## 639    0.1493        7900.0         4500.0       0.46134559          22800
## 640    0.7535       21961.0         9476.5       0.71104609          21400
## 641    0.4108       21900.0         7000.0       0.59701493          30800
## 642    0.6736       25000.0         7808.5       0.62816456          28400
## 643    0.3627       16500.0         7889.5       0.44615385          21100
## 644    0.5570       25489.0         5500.0       0.60937500          31400
## 645    0.2495        9462.0         4750.0       0.43623482          19900
## 646    0.3333        4746.0         3060.0       0.43396226          19200
## 647    0.6957       23492.0         8541.5       0.46970330          33100
## 648    0.4588       18981.0         6497.0       0.55492063          25400
## 649    0.5798       21500.0         7344.0       0.58108866          33500
## 650    0.5083       19500.0         7500.0       0.54731978          31300
## 651    0.6345       25000.0         8250.0       0.63267233          37700
## 652    0.9011       34388.0         9500.0       0.74290628          18400
## 653    0.8905       37889.0         9500.0       0.76246883          21500
## 654    0.2579        9139.0         5250.0       0.41269841          18900
## 655    0.1009        9119.5         4500.0       0.30007283          21200
## 656    0.1551        5250.0         4750.0       0.35533416          21200
## 657    0.6627       26500.0         7214.0       0.50920245          36400
## 658    0.5458       19603.0         5500.0       0.52230483          31500
## 659    0.4915       12000.0         7750.0       0.33762058          36800
## 660    0.9351       17264.0         4750.0       0.41972973          21100
## 661    0.6428       24800.0         8000.0       0.47312273          29500
## 662    0.7876       19000.0         9500.0       0.53289474          53400
## 663    0.7176       26932.0        12000.0       0.74150485          33100
## 664    0.7964       10640.0         4403.5       0.37745665          21200
## 665    0.5326       24750.0         7500.0       0.49729551          30300
## 666    0.4806        6586.0         3500.0       0.26016260          33700
## 667    0.6417        6000.0         3500.0       0.28187919          25100
## 668    0.0690        6510.0         2050.0       0.49833887          14900
## 669    0.5401       22500.0         9250.0       0.52355212          32400
## 670    0.7673       19000.0         5377.5       0.46802762          27100
## 671    0.8706       38870.0         9500.0       0.78967019          18900
## 672    0.5865       22096.0         6625.0       0.47334289          32800
## 673    0.8667        9500.0         4750.0       0.42941176          19300
## 674    0.9270       16087.0         4697.0       0.25841346          21700
## 675    0.2233        7945.5         3500.0       0.43093174          21300
## 676    0.8493       39007.5         9500.0       0.43133747          32400
## 677    0.2856       14982.0         6000.0       0.40772014          23800
## 678    0.3270        8444.0         3420.0       0.24815725          26100
## 679    0.4904       22000.0         6750.0       0.54843305          35200
## 680    0.9291       27000.0         6500.0       0.70273973          28900
## 681    0.7788       11211.0         4750.0       0.33389545          17400
## 682    0.9048       20000.0         7658.5       0.38970588          18000
## 683    0.3623       10250.0         4749.0       0.40552995          17000
## 684    0.6771       24500.0         8250.0       0.46896068          29000
## 685    0.6891       24500.0         8250.0       0.46896068          29000
## 686    0.6903       24500.0         8250.0       0.46896068          29000
## 687    0.7282       25055.5         8250.0       0.64561404          48200
## 688    0.4965       17278.0         5500.0       0.41678129          26000
## 689    0.7686       25000.0         8750.0       0.58976583          33700
## 690    0.6326       23000.0         6393.0       0.56737137          36000
## 691    0.4337       23000.0         6393.0       0.56737137          36000
## 692    0.8063       27000.0         7500.0       0.79258010          32000
## 693    0.6755       28417.0        17626.5       0.57126437          33200
## 694    0.9331       27000.0         9282.0       0.66358025          29700
## 695    0.8492       17800.0         4867.0       0.37672456          27700
## 696    0.4337       11500.0         4500.0       0.36851312          23600
## 697    0.8846        9500.0         3500.0       0.41880342          36100
## 698    0.7381       19000.0         4750.0       0.33333333          18900
## 699    0.7911       13000.0         4411.0       0.19399399          30400
## 700    0.7493       26773.5         8750.0       0.72727273          46200
## 701    0.6848        9550.0         4976.0       0.37603306          16600
## 702    0.6723        7916.0         3500.0       0.34418605          21500
## 703    0.8058       21875.0         6500.0       0.52554889          30400
## 704    0.7307       21875.0         6500.0       0.52554889          30400
## 705    0.5147       21875.0         6500.0       0.52554889          30400
## 706    0.5566       26925.0         9185.0       0.82513661          30600
## 707    0.5099       17506.5         5500.0       0.39731350          25300
## 708    0.9408       25250.0         4750.0       0.22222222          15100
## 709    0.9785       25752.0         8833.0       0.34428795          17800
## 710    0.9925       25752.0         8833.0       0.34428795          17800
## 711    0.4659        9200.0         4020.5       0.33333333          31100
## 712    0.8679       21416.0         5389.0       0.38996139          16200
## 713    0.9231       23642.5         4469.0       0.39160839          25800
## 714    0.9940       13696.5         4750.0       0.39534884          16500
## 715    0.7727       26985.0         7500.0       0.62562814          29400
## 716    0.4047       23228.0         8667.0       0.59186352          29800
## 717    0.9055       18772.0         6334.0       0.29703190          29300
## 718    0.5263        5805.0         2766.5       0.33054393          20100
## 719    0.8006       20832.0         7251.0       0.45654693          35800
## 720    0.8068       18750.0         9500.0       0.49563145          36900
## 721    0.4327       18750.0         5756.0       0.52801408          32300
## 722    0.2703       11499.0         5500.0       0.46508058          24200
## 723    0.2059        8000.0         3750.0       0.48673300          28500
## 724    0.7655        8344.0         2606.0       0.33587786          11500
## 725    0.5692       13004.0         6719.0       0.41344956          24300
## 726    0.5267       16478.0         6870.0       0.54097154          29700
## 727    0.4276       15000.0         4888.5       0.52476038          29500
## 728    0.3581        9000.0         4000.0       0.46306355          28700
## 729    0.6794       26723.0        13750.0       0.52126200          28100
## 730    0.8587        9676.0         4750.0       0.38837675          23300
## 731    0.3081        9000.0         3500.0       0.44927858          25800
## 732    0.4615       14167.0         5500.0       0.50472402          29100
## 733    0.6692       15500.0         6043.5       0.41414572          31700
## 734    0.0773        9470.0         4500.0       0.45088409          27100
## 735    0.5388       16936.0         6334.0       0.32800673          23700
## 736    0.5294       12000.0         5500.0       0.46236559          13600
## 737    0.5795        9255.0         3891.0       0.43294758          25200
## 738    0.7518       24178.0         9044.0       0.65241636          32800
## 739    0.5851       21267.0         8586.0       0.64140969          30400
## 740    0.8294       18772.0         6334.0       0.29703190          29300
## 741    0.7288       20000.0         7744.0       0.40737695          22200
## 742    0.4118       20982.5         6500.0       0.88197147          30600
## 743    0.9023       16167.0         6364.0       0.47897196          16800
## 744    0.5285       21500.0         7500.0       0.65449580          33800
## 745    0.8681       13002.0         4750.0       0.42857143          13600
## 746    0.3960       13834.0         6000.0       0.47063412          27100
## 747    0.4936       20752.0        10379.5       0.69818755          26800
## 748    0.3162       12000.0         5500.0       0.48106061          22100
## 749    0.5295       15697.5         6324.0       0.32768053          22300
## 750    0.6274       21500.0         9520.0       0.66507937          28500
## 751    0.7835       10222.0         4750.0       0.38986410          20500
## 752    0.6621       23558.0         9000.0       0.68553033          27500
## 753    0.2349       10554.0         3700.0       0.35162448          25800
## 754    0.6675       28500.0         7500.0       0.78874735          32400
## 755    0.3734        4950.0         2372.0       0.22222222          16600
## 756    0.9660       10645.0         4750.0       0.36764706          14600
## 757    0.8898       28962.5         7000.0       0.35022026          25700
## 758    0.8723       28207.0         6334.0       0.42450683          22600
## 759    0.9528       12000.0         2750.0       0.15345700          23300
## 760    0.6171       26063.0         6250.0       0.64065934          34900
## 761    0.7549       23375.0         9500.0       0.46372155          30500
## 762    0.6647       26960.0         9500.0       0.52391304          34700
## 763    0.4137       21500.0         9325.0       0.71456954          65600
## 764    0.8468       29000.0         7500.0       0.56904762          36400
## 765    0.8282       29526.0         6751.0       0.51269036          31700
## 766    0.7243       22125.0         7000.0       0.57045455          28200
## 767    0.8811       25000.0         7000.0       0.64589235          30800
## 768    0.8826       31303.0         9500.0       0.78694158          21600
## 769    0.9462       16000.0         3500.0       0.35555556          46400
## 770    0.7110       25000.0         6500.0       0.38785835          27300
## 771    0.3134        9500.0         5500.0       0.42094456          27600
## 772    0.6909       26140.5         8250.0       0.55351977          31300
## 773    0.6914       26824.0         9920.5       0.59703154          43900
## 774    0.6373       22500.0        10000.0       0.57098679          32200
## 775    0.7411       27000.0         5500.0       0.68777485          40900
## 776    0.6423       12795.5         6438.5       0.34221311          16400
## 777    0.6022       12296.0         5636.0       0.35882353          16800
## 778    0.5493       13585.0         4365.0       0.41156069          15300
## 779    0.5934       10974.0         4137.0       0.42379182          14600
## 780    0.6316       12378.0         7949.5       0.36421053          18100
## 781    0.8253       22018.5        10166.5       0.50828729          62200
## 782    0.7135       26750.0         6764.0       0.52879213          38300
## 783    0.5666       21903.0         5500.0       0.67950170          40300
## 784    0.5380       10525.0         4397.0       0.35626911          16900
## 785    0.7620       27000.0         7500.0       0.58073149          42900
## 786    0.5499       25867.0         8750.0       0.52713891          38100
## 787    0.6041       27000.0         9500.0       0.76677852          31200
## 788    0.7315       25000.0         8250.0       0.57841383          29800
## 789    0.8872       24779.0         6000.0       0.51145038          31200
## 790    0.7680       16000.0         7500.0       0.51464675          24000
## 791    0.6562       14375.0         5500.0       0.51515152          25800
## 792    0.8755        8225.0         3160.0       0.20993228          26400
## 793    0.8793       15056.0         4719.0       0.31098696          25600
## 794    0.7675       26006.0         6700.0       0.45357999          28700
## 795    0.2304        8297.0         3500.0       0.30814089          25200
## 796    0.6923       15623.0         5575.5       0.27397260          15700
## 797    0.7676       27000.0         9029.0       0.66581415          29600
## 798    0.6785       25701.0         5500.0       0.58693942          31600
## 799    0.7987       22500.0         8500.0       0.38564274          32000
## 800    0.4938       25542.0         8750.0       0.59350649          41300
## 801    0.6197        9500.0         3898.0       0.39842681          16900
## 802    0.5848        9971.5         4238.0       0.19150708          28200
## 803    0.5961        7068.0         3761.0       0.19930876          22500
## 804    0.6081        8700.0         4750.0       0.26451613          14200
## 805    0.6500       26500.0         8250.0       0.50152453          37500
## 806    0.7331       26500.0         8250.0       0.50152453          37500
## 807    0.5825       26500.0         8250.0       0.50152453          37500
## 808    0.7268       26500.0         8250.0       0.50152453          37500
## 809    0.6563       26500.0         8250.0       0.50152453          37500
## 810    0.6979       26500.0         8250.0       0.50152453          37500
## 811    0.5971       26500.0         8250.0       0.50152453          37500
## 812    0.7688       26500.0         8250.0       0.50152453          37500
## 813    0.7546       26500.0         8250.0       0.50152453          37500
## 814    0.7227       10068.5         4750.0       0.29556650          24600
## 815    0.6459        9500.0         4750.0       0.15552995          28300
## 816    0.7220       27000.0         6300.0       0.69350649          39700
## 817    0.8112       27000.0         8750.0       0.75829876          22900
## 818    0.7150       25619.0         8250.0       0.57481368          36800
## 819    0.8148       14498.0         4750.0       0.26395939          42000
## 820    0.7881       27000.0         9500.0       0.53940284          28500
## 821    0.7138       14016.0         6333.0       0.33064313          24700
## 822    0.7123       26750.0         8709.5       0.47509744          37100
## 823    0.8324       28250.0        11000.0       0.73684211          26900
## 824    0.7577       27000.0        17125.0       0.56305310          40200
## 825    0.6072       27000.0         9500.0       0.65553603          32700
## 826    0.7125        9829.0         4740.0       0.20000000          31400
## 827    0.8691       13345.0         4709.0       0.27386935          15000
## 828    0.6870       25000.0         5750.0       0.54062839          33100
## 829    0.7368       25250.0         7000.0       0.44455182          30600
## 830    0.4976       10375.0         3821.0       0.28630705          32200
## 831    0.6633       24500.0        10000.0       0.66311382          36100
## 832    0.6516       13000.0         6092.5       0.34280532          21900
## 833    0.7704       12000.0         5119.0       0.18483412          37000
## 834    0.6876       27000.0        15750.0       0.45090180          24300
## 835    0.4463       25000.0        14500.0       0.81412104          57200
## 836    0.8028       25250.0        10937.5       0.48725790          36500
## 837    0.6325       22250.0        10250.0       0.58144265          35800
## 838    0.8255       19993.5         6334.0       0.32363636          20500
## 839    0.7522       27000.0         8250.5       0.58243451          33500
## 840    0.7558       26000.0         7874.0       0.62312312          37900
## 841    0.6055       26000.0        10698.5       0.39556962          26000
## 842    0.9424       13000.0         3666.0       0.22970711          27400
## 843    0.7687       26740.5         8807.0       0.49761223          29100
## 844    0.5653       20500.0         7500.0       0.67009997          30700
## 845    0.6930       22000.0         7500.0       0.78717865          37000
## 846    0.4158       22744.0         8750.0       0.80477223          34000
## 847    0.7263       27000.0         6017.0       0.88315482          41100
## 848    0.1979        8000.0         3750.0       0.39158576          21500
## 849    0.7330       12000.0         5500.0       0.66037736          14000
## 850    0.8195       33000.0         8500.0       0.60805369          24700
## 851    0.6430        6250.0         3500.0       0.35697835          12300
## 852    0.3908        9000.0         4000.0       0.45156545          20800
## 853    0.6718       30000.0         9500.0       0.64130435          26900
## 854    0.5263        8892.0         4726.5       0.44943820          14800
## 855    0.6892       27000.0         9500.0       0.56957425          30300
## 856    0.5867       24640.0         6250.0       0.63075965          28400
## 857    0.4924       21500.0         9000.0       0.61878036          35100
## 858    0.3400       21500.0         9000.0       0.61878036          35100
## 859    0.6423       22174.0         7328.0       0.61251956          31500
## 860    0.6812        9325.0         5500.0       0.62471396          23900
## 861    0.1833        4523.5         3238.0       0.39176245          23300
## 862    0.3920        7814.0         3004.0       0.37917329          21200
## 863    0.2379        5500.0         3500.0       0.41376229          22800
## 864    0.4190       21710.5         7500.0       0.57199211          37000
## 865    0.4478       23685.0         7000.0       0.46711636          31300
## 866    0.5839        7917.0         4750.0       0.35810811          18000
## 867    0.7193       30992.0         6273.0       0.38424493          27100
## 868    0.8507       30992.0         6273.0       0.38424493          27100
## 869    0.8064       24500.0         8524.0       0.54237288          32800
## 870    0.6328       24000.0         7500.0       0.40822125          34800
## 871    0.6040       22000.0         8253.0       0.41749347          34400
## 872    0.7359       11000.0         5500.0       0.28087832          27600
## 873    0.6020       22868.0         8700.5       0.47017481          27100
## 874    0.4803       16477.0         7991.0       0.56644144          32700
## 875    0.6240       22861.5         6250.0       0.66767677          29000
## 876    0.8619        9020.0         3500.0       0.49542543          17100
## 877    0.5171       18660.0         8000.0       0.51900987          28000
## 878    0.7021       29797.5        11000.0       0.80373832          25300
## 879    0.6577       25000.0         8750.0       0.54309166          29600
## 880    0.7418        9125.0         5500.0       0.69884170          21900
## 881    0.7872       27000.0         9500.0       0.69607843          18100
## 882    0.5690       19700.0         6750.0       0.53581688          29100
## 883    0.6179       22756.5         8750.0       0.62701613          31500
## 884    0.1347        4500.0         2500.0       0.50812839          22500
## 885    0.3470       10879.0         5396.0       0.52169773          23800
## 886    0.5551       19487.5         5500.0       0.56371274          29100
## 887    0.4443       18000.0         9763.0       0.54456054          35100
## 888    0.8996       20000.0         7021.5       0.36929461          33000
## 889    0.7819       26000.0         9500.0       0.73010850          27400
## 890    0.6695       17857.0        11250.0       0.56771398          33100
## 891    0.2586        8750.0         3885.0       0.40131247          20700
## 892    0.6503        8776.5         3750.0       0.43103448          12000
## 893    0.8164        9205.0         4481.0       0.44257703          17200
## 894    0.0712        5750.0         3500.0       0.41921708          29000
## 895    0.6537        9403.0         4786.0       0.41543027          21600
## 896    0.7875       29667.0         6334.0       0.36873530          26400
## 897    0.7504       24698.0         6500.0       0.76413255          36100
## 898    0.5146       25000.0         6500.0       0.64020164          39100
## 899    0.8996       17333.5         4750.0       0.29002320          25000
## 900    0.0341        4500.0         3500.0       0.29566095          26600
## 901    0.2281        8025.0         4750.0       0.46437346          24600
## 902    0.5418       20500.0         7500.0       0.63787306          33300
## 903    0.5301       12500.0         4750.0       0.35310473          22000
## 904    0.6158       22000.0         8278.0       0.51405622          35900
## 905    0.8397        9500.0         3555.0       0.31034483          32100
## 906    0.9945       11831.0         8444.0       0.29325058          16000
## 907    0.7525       22265.0         7001.0       0.65261959          29400
## 908    0.6068       19014.5         7595.0       0.61199123          31200
## 909    0.7264       10000.0         4750.0       0.26258993          23700
## 910    0.8221       26417.0         4750.0       0.47051862          31300
## 911    0.2359        5500.0         3500.0       0.52500000          12900
## 912    0.6021       27000.0         6500.0       0.59162304          33200
## 913    0.2027        9500.0         5250.0       0.48778709          25700
## 914    0.5752       23000.0         6250.0       0.68661679          38000
## 915    0.8289       28750.0         9500.0       0.70365535          23300
## 916    0.6352       26140.0         9500.0       0.63112078          35100
## 917    0.7910       18772.0         6334.0       0.29703190          29300
## 918    0.2076       10500.0         5500.0       0.45380656          23900
## 919    0.2652       10500.0         5060.0       0.44167852          24600
## 920    0.0380        2334.0         2334.0       0.42373512          22200
## 921    0.7663       23551.0         9500.0       0.51789077          32500
## 922    0.7019       25410.0         6895.0       0.62596685          34700
## 923    0.6930       28171.5         8461.0       0.63445867          29900
## 924    0.7350       21080.0         7500.0       0.61793877          39400
## 925    0.8129       25000.0         7500.0       0.73420074          31300
## 926    0.4257       10965.0         5500.0       0.67986372          30600
## 927    0.7924       26642.0         9500.0       0.71951509          26800
## 928    0.1854        8400.0         5500.0       0.55048860          50200
## 929    0.4530       23500.0         8500.0       0.66611842          35800
## 930    0.5559       20124.5         8250.0       0.56913141          35000
## 931    0.0868        8225.0         4681.0       0.41631390          28200
## 932    0.6486        6986.0         3325.0       0.27272727          15000
## 933    0.6284       26537.0         8750.0       0.84324324          32100
## 934    0.7646        9500.0         3668.0       0.32575758          17200
## 935    0.7800       10190.0         3880.0       0.28880866          17000
## 936    0.9287        6126.0         2692.5       0.31325301          16500
## 937    0.6189       25000.0         7989.5       0.65116279          32100
## 938    0.5370       11000.0         4750.0       0.67298578          18300
## 939    0.4544       18687.0         7408.0       0.55340114          43600
## 940    0.6286       18750.0         6329.0       0.57557795          37200
## 941    0.6165       18750.0         7000.0       0.61206733          40100
## 942    0.3562       22000.0         7500.0       0.67157712          42000
## 943    0.8424       27112.0         8250.0       0.70188679          34500
## 944    0.6202       19633.0         7513.0       0.61884817          37700
## 945    0.7675        9500.5         6180.0       0.34675615          24900
## 946    0.4154       11000.0         5500.0       0.50259795          25500
## 947    0.4504        6500.0         2488.0       0.23130435          13900
## 948    0.1220        3000.0          750.0       0.22068966          16500
## 949    0.2632        9405.0         4500.0       0.44767442          29600
## 950    0.8465       29500.0         6334.0       0.31851852          24000
## 951    0.7608        9500.0         4750.0       0.36733417          19300
## 952    0.5678       11000.0         5054.5       0.36109304          29100
## 953    0.6000       24608.0         5859.5       0.37101893          24900
## 954    0.8174       24608.0         5859.5       0.37101893          24900
## 955    0.2114        8000.0         3500.0       0.34469086          28900
## 956    0.8162       22500.0         9500.0       0.51824818          18900
## 957    0.7022       27000.0         8100.0       0.63390848          34800
## 958    0.7040       19510.0         7000.0       0.41588785          19400
## 959    0.7848       25000.0         8750.0       0.74114441          21300
## 960    0.7384       25000.0         9500.0       0.61457233          25800
## 961    0.5839       16688.0         9500.0       0.33246073          31600
## 962    0.6806       27000.0         8750.0       0.64960000          37100
## 963    0.6875        9833.0         4598.0       0.35416667          15300
## 964    0.7268       27000.0         7500.0       0.86788155          35800
## 965    0.8759       25000.0         9500.0       0.70588235          28400
## 966    1.0000       13200.0         7136.5       0.43019943          37300
## 967    0.6784       25000.0         9500.0       0.54036087          36200
## 968    0.7287       20400.0         9500.0       0.61948052          33900
## 969    0.7476       27000.0         6500.0       0.72659574          32700
## 970    0.0720        4500.0         3500.0       0.32473515          20500
## 971    0.8439       25250.0         9500.0       0.42559110          17200
## 972    0.6119       25000.0         9250.0       0.54545455          34200
## 973    0.9061       27250.0         8540.0       0.73027375          27200
## 974    0.4481       18750.0         6505.0       0.59417916          43000
## 975    0.7001       27000.0        10625.0       0.73190349          33000
## 976    0.4857        9500.0         4750.0       0.36849926          16600
## 977    0.8342       27000.0        10000.0       0.62643080          29200
## 978    0.1661        6750.0         3749.0       0.39226271          24500
## 979    0.5403       22499.0        10106.0       0.63739591          34200
## 980    0.8857       18808.5         4750.0       0.37485898          21600
## 981    0.1205        7500.0         3950.0       0.36285837          26000
## 982    0.5715       20759.5         5500.0       0.63076923          34400
## 983    0.7161       27000.0         7500.0       0.75766871          25400
## 984    0.4249       19387.5         6250.0       0.63979058          42200
## 985    0.6431       18500.0         5625.0       0.56261023          22800
## 986    0.2293       32639.0         6334.0       0.48332546          36500
## 987    0.2222        8200.0         4455.0       0.38586846          24100
## 988    0.4025       19719.0         6875.0       0.59913793          29100
## 989    0.2517       17494.0         7679.0       0.75680331          45700
## 990    0.4685       21500.0         5875.0       0.50838926          42200
## 991    0.7721       27449.0         8750.0       0.81535100          24300
## 992    0.8515       31000.0         9500.0       0.77938343          21800
## 993    0.8756       20000.0         9817.5       0.37694013          27300
## 994    0.0827       10500.0         5500.0       0.50663834          32900
## 995    0.3577       14416.0         6334.0       0.39098741          33300
## 996    0.2559       10500.0         4759.0       0.35057034          24400
## 997    0.0998       10000.0         5224.0       0.38779050          26700
## 998    0.4890        9500.0         2750.0       0.27331887          42300
## 999    0.1191        9500.0         5000.0       0.41683639          27200
## 1000   0.9054        5857.0         3947.0       0.49285714          20400
## 1001   0.0897        9224.5         5000.0       0.53217749          26600
## 1002   0.8571        6365.0         2345.0       0.33618477          20800
## 1003   0.7839       27134.5         7000.0       0.31829850          29300
## 1004   0.8775       10555.0         5500.0       0.44270833          21800
## 1005   0.2120       15500.0         6334.0       0.44398827          33600
## 1006   0.2979       13666.0         5664.0       0.33186036          24500
## 1007   0.7457       20611.5         8750.0       0.53666667          30900
## 1008   0.2280        8257.0         4989.0       0.29202841          21500
## 1009   0.1624       13292.5         5131.5       0.56247552          30200
## 1010   0.2174       12000.0         5500.0       0.38010087          26000
## 1011   0.7584       29174.0        15141.0       0.62357414          34800
## 1012   0.3367       15161.0         6672.5       0.70671405          41500
## 1013   0.7836       10222.0         4750.0       0.38986410          20500
## 1014   0.6442       25278.0         9500.0       0.71272115          31900
## 1015   0.2169        9500.0         4300.0       0.46042216          24600
## 1016   0.7872       28796.0         5500.0       0.71129032          29600
## 1017   0.9278       28964.0         9750.0       0.75619048          25700
## 1018   0.8942       17500.0         8250.0       0.51275720          25800
## 1019   0.3465        5500.0         4750.0       0.31632653          10000
## 1020   0.6359       21477.5         8250.0       0.66312875          25500
## 1021   0.7225       17778.5         4578.0       0.35853379          13500
## 1022   0.9706        7972.0         5916.5       0.31875000          19300
## 1023   0.5625       22400.0         6500.0       0.53309752          30100
## 1024   0.6548       22500.0         9500.0       0.55571031          27200
## 1025   0.6243       25000.0         5500.0       0.71315789          26900
## 1026   0.9122       11419.0         4750.0       0.37061404          17200
## 1027   0.5181       11500.0         4750.0       0.22173913          14800
## 1028   0.5401       21500.0         6500.0       0.51754386          32500
## 1029   0.5213        8300.0         3750.0       0.24492685          25100
## 1030   0.7231       26250.0         9500.0       0.39564661          43800
## 1031   0.4694        8750.0         5500.0       0.29457364          18900
## 1032   0.5145        9300.0         4750.0       0.25000000          20800
## 1033   0.8588       18772.0         6334.0       0.29703190          29300
## 1034   0.6257       25000.0        11858.0       0.46806791          33100
## 1035   0.7562       16000.0         5500.0       0.32110092          24500
## 1036   0.8319       27375.0         8750.0       0.62992126          25200
## 1037   0.7511       27000.0         8667.0       0.57773512          56600
## 1038   0.3052        8750.0         4137.5       0.21780515          28100
## 1039   0.3866        9141.0         4399.0       0.26696495          28500
## 1040   0.7566       25836.0         6750.0       0.59796438          22600
## 1041   0.2410        7500.0         3750.0       0.21481481          27000
## 1042   0.7233       26402.5         8000.0       0.44197952          35000
## 1043   0.5820       22107.5         6608.0       0.43562565          35400
## 1044   0.6030       23251.0         7621.5       0.50678931          28000
## 1045   0.6679       24250.0         6500.0       0.37219731          34800
## 1046   0.6512       22368.0         6526.0       0.45329670          29000
## 1047   0.1721        7613.0         4083.0       0.33240997          22000
## 1048   0.1910        6750.0         3500.0       0.37045776          27300
## 1049   0.4225       11950.0         2250.0       0.39855072          17200
## 1050   0.1481        5500.0         3500.0       0.29573171          15400
## 1051   0.0125        5637.5         2624.0       0.27701674          16000
## 1052   0.3174        5500.0         4000.0       0.25507398          15500
## 1053   0.2317        5500.0         4000.0       0.25507398          15500
## 1054   0.4513        5500.0         4000.0       0.25507398          15500
## 1055   0.2016        5500.0         4000.0       0.25507398          15500
## 1056   0.3383        5500.0         3500.0       0.25891473          15000
## 1057   0.1731        1846.0          961.0       0.23171481          12600
## 1058   0.3517        4865.0         2350.0       0.25650305          15700
## 1059   0.1457       11130.0         5500.0       0.64419795          71000
## 1060   0.1361        6000.0         3167.0       0.23304437          14600
## 1061   0.8430       18772.0         6334.0       0.29703190          29300
## 1062   0.5342       27000.0         6500.0       0.72805139          42900
## 1063   0.8148       23292.0         7277.0       0.47416762          24800
## 1064   0.2750       10661.0         4865.5       0.53824863          24200
## 1065   0.8142       11087.0         3666.0       0.35014409          18400
## 1066   0.8033       22290.0        12834.0       0.48854962          30900
## 1067   0.4706        9676.0         4750.0       0.38837675          23300
## 1068   0.6270        9500.0         3500.0       0.39726962          18400
## 1069   0.2687        6946.0         5276.0       0.52913554          30000
## 1070   0.6951       12125.0         5564.5       0.43234426          24100
## 1071   0.7526        9059.0         3274.0       0.41666667          18300
## 1072   0.8524       30992.0         6273.0       0.38424493          27100
## 1073   0.5732       12500.0         4750.0       0.43896714          13800
## 1074   0.9704        5066.0         5066.0       0.18981481          31100
## 1075   0.8386       11310.0         3925.0       0.25390625          19300
## 1076   0.6513        8863.0         5199.0       0.31034483          18000
## 1077   0.9110        8456.0         4029.0       0.36962306          18400
## 1078   0.6408        9500.0         3898.0       0.39842681          16900
## 1079   0.8281       25300.0         8066.5       0.47379144          19000
## 1080   0.5831        8708.0         3745.0       0.36971707          25000
## 1081   0.9516       45000.0         9250.0       0.52142857          40800
## 1082   0.6174       20000.0         4750.0       0.35438596          28000
## 1083   0.6855       13372.5         6963.0       0.34905660          16000
## 1084   0.7069       12228.0         4750.0       0.45165622          26100
## 1085   0.6809       13411.0         4646.0       0.34051835          22500
## 1086   0.5022        9058.0         3650.0       0.30632411          16800
## 1087   0.4639       21693.5         6334.0       0.37409639          19200
## 1088   0.6017        9500.0         4750.0       0.34084821          21000
## 1089   0.0863        4005.0         3045.0       0.48895434          21100
## 1090   0.3201        8250.0         3500.0       0.27698389          15100
## 1091   0.6573       28723.5         8332.0       0.42159763          34300
## 1092   0.8476        3619.5         2220.0       0.44400940          16800
## 1093   0.5889        9500.0         3500.0       0.35107169          18800
## 1094   0.8703       22313.5         6000.0       0.43176856          23300
## 1095   0.8818       13722.0         4128.0       0.31986405          17900
## 1096   0.9145       13017.0         5493.0       0.26363636          33900
## 1097   1.0000        9500.0         4750.0       0.35250464          19300
## 1098   0.8333       18772.0         6334.0       0.29703190          29300
## 1099   0.8431       10961.0         3500.0       0.30830040          18300
## 1100   0.8274       24254.0         9500.0       0.37397260          19100
## 1101   0.3404       15000.0         5500.0       0.41509046          27600
## 1102   0.8817       29500.0         9500.0       0.40893471          20500
## 1103   0.5529        6986.0         3325.0       0.27272727          15000
## 1104   0.7271        9500.0         4750.0       0.30271270          22900
## 1105   0.8130       18772.0         6334.0       0.29703190          29300
## 1106   0.6628       18359.5         5166.0       0.19951608          30600
## 1107   0.9470        6333.0         2533.0       0.28446215          20500
## 1108   0.9107       17264.0         4750.0       0.41972973          21100
## 1109   0.9629       23036.0         5369.0       0.39470813          20500
## 1110   0.7838       12235.0         3734.0       0.28085106          36700
## 1111   0.5753        9500.0         5088.0       0.34765625          23900
## 1112   0.6337        9500.0         4750.0       0.30271270          22900
## 1113   0.6059       10796.0         4750.0       0.42006270          23300
## 1114   0.8588       27000.0         6036.0       0.47440273          24400
## 1115   0.6025        9500.0         4750.0       0.34581570          18700
## 1116   0.7197       10119.0         4008.5       0.34752650          20700
## 1117   0.4436        8600.0         4750.0       0.28318584          16100
## 1118   0.6497        6365.0         2354.0       0.09107636          33100
## 1119   0.8292        9500.0         4750.0       0.42941176          19300
## 1120   0.8820        9500.0         4750.0       0.42941176          19300
## 1121   0.6154        9500.0         4750.0       0.29793510          27800
## 1122   0.8750        7916.5         4113.5       0.42465753          12600
## 1123   0.7613       15042.0         5005.0       0.36175637          23400
## 1124   0.7753       25250.0         9500.0       0.42559110          17200
## 1125   0.4082       15161.0         6672.5       0.70671405          41500
## 1126   0.5340       15161.0         6672.5       0.70671405          41500
## 1127   0.2379       10250.0         4099.0       0.35606061          12200
## 1128   0.4286        9500.0         3018.0       0.56634304          20100
## 1129   0.5339        9347.0         4750.0       0.31242461          22100
## 1130   0.8582       18772.0         6334.0       0.29703190          29300
## 1131   0.6481       12500.0         6606.5       0.43173432          36900
## 1132   0.5681        9500.0         3500.0       0.35348193          19300
## 1133   0.8628       17567.0         5500.0       0.33333333          23700
## 1134   0.5868       29213.0         5500.0       0.39390292          33400
## 1135   0.3712        5600.0         2800.0       0.20846252          17500
## 1136   0.7594        8575.5         4218.0       0.46666667          21200
## 1137   0.1871        6372.0         3500.0       0.13935145          17900
## 1138   0.6364        7000.0         3458.5       0.42857143          15100
## 1139   0.9768        9500.0         4268.0       0.36801541          17000
## 1140   0.7745       14144.0         4750.0       0.55416667          12500
## 1141   0.8165       32500.0         6250.0       0.42539683          41000
## 1142   1.0000        7500.0         4687.5       0.43333333          14400
## 1143   0.5063       18301.0         5895.5       0.52072660          28600
## 1144   0.9569        8107.0         4750.0       0.30914826          20200
## 1145   0.7295       26498.5         6334.0       0.45446097          17600
## 1146   0.8665       17886.5         5945.5       0.41768416          20100
## 1147   0.8483       25872.0         4308.0       0.49721534          18400
## 1148   0.7534        8105.0         3500.0       0.28286853          22200
## 1149   0.5761       31000.0         7306.5       0.58115183          23600
## 1150   0.8221       42452.5         7416.0       0.47544643          28100
## 1151   0.5368        9500.0         7359.0       0.23297003          26000
## 1152   0.7066       17508.0         4750.0       0.39604520          25600
## 1153   0.7111        4584.0         2327.0       0.36154776          19800
## 1154   0.1088        4500.0         3500.0       0.46818182          22300
## 1155   0.8272        9500.0         4698.5       0.35170604          23800
## 1156   0.6668       20223.5         6000.0       0.43572615          21800
## 1157   0.5510        8565.0         3357.0       0.25652714          16400
## 1158   0.7624       29213.0         5500.0       0.39390292          33400
## 1159   0.7129       29213.0         5500.0       0.39390292          33400
## 1160   0.8475       18834.0         4750.0       0.45608466          40600
## 1161   0.5644       22138.5         6334.0       0.48656542          16600
## 1162   0.9583       23292.0         7277.0       0.47416762          24800
## 1163   0.3957        7587.5         3250.0       0.30813953          12500
## 1164   0.5000        9500.0         4750.0       0.25000000          17500
## 1165   0.3919        6333.0         4750.0       0.33014354          20800
## 1166   0.8055       12500.0         3725.0       0.41687345          22800
## 1167   0.0461        9500.0         4908.0       0.45569620          29800
## 1168   0.7944        9500.0         4125.0       0.22750000          21700
## 1169   0.6417       12500.0         6206.5       0.44736842          16500
## 1170   0.7349       12500.0         4750.0       0.34453782          13100
## 1171   0.6442        6713.0         3626.0       0.27865169          19300
## 1172   0.6036        9500.0         6000.0       0.43883985          17000
## 1173   0.5081       17000.0         9244.0       0.68898043          31800
## 1174   0.9387       19759.0         9500.0       0.35544041          19500
## 1175   0.8607        9791.0         5736.0       0.53900536          32500
## 1176   0.6074       19194.0         4750.0       0.24173318          21800
## 1177   0.5408       12670.0         6671.0       0.43290043          44900
## 1178   0.5190       12508.0         3981.0       0.32071960          21200
## 1179   0.8435       18772.0         6334.0       0.29703190          29300
## 1180   0.8182       18772.0         6334.0       0.29703190          29300
## 1181   0.7405        4746.0         3060.0       0.43396226          19200
## 1182   0.9945        8498.0         3884.0       0.32231405          20100
## 1183   0.8406       18772.0         6334.0       0.29703190          29300
## 1184   0.9657       12000.0         4750.0       0.32745592          28100
## 1185   0.8030        6333.0         4750.0       0.51882845          12300
## 1186   0.5965        6510.0         2050.0       0.49833887          14900
## 1187   0.5241       12090.0         4465.0       0.28571429          36300
## 1188   0.8253        8091.0         4748.0       0.18611111          20100
## 1189   0.9375        9500.0         3510.5       0.33548387          34900
## 1190   0.8906       18075.0         4750.0       0.32885906          43700
## 1191   0.8947       15485.0         4234.0       0.25252525          36700
## 1192   0.1732        1750.0         1544.0       0.15595135          15800
## 1193   0.9785        9500.0         3353.5       0.30470016          25900
## 1194   0.6923        4592.5         4518.5       0.38636364          22100
## 1195   0.7011       29213.0         5500.0       0.39390292          33400
## 1196   0.4431        9500.0         4474.0       0.20782509          13400
## 1197   0.3705        1750.0         1544.0       0.15595135          15800
## 1198   0.9404        8107.0         4750.0       0.30914826          20200
## 1199   0.8926       10771.0         4750.0       0.37775330          22200
## 1200   0.8477       17886.5         5945.5       0.41768416          20100
## 1201   0.4420        7645.0         4091.0       0.22455090          36900
## 1202   0.5623        9982.0         4274.0       0.23118280          15200
## 1203   0.9067       12712.0         6334.0       0.38363171          20100
## 1204   0.2447        9298.0         5245.0       0.43105320          22800
## 1205   0.6446        9500.0         4750.0       0.39814232          26300
## 1206   0.1399       25250.0         5500.0       0.38569519          44400
## 1207   0.4014        5600.0         2800.0       0.20846252          17500
## 1208   0.8351       31408.0         8591.0       0.26044226          29400
## 1209   0.8795       20000.0         6333.0       0.46315789          21600
## 1210   0.6738       15179.0         6581.5       0.46054939          25600
## 1211   0.8529       16500.0         5000.0       0.29585799          20400
## 1212   0.7410       26583.0         6214.5       0.45188168          28800
## 1213   0.6132       11183.0         5530.5       0.37176471          15400
## 1214   0.5742        8565.0         3357.0       0.25652714          16400
## 1215   0.9111        8071.5         3834.5       0.29787234          19800
## 1216   0.8688       18772.0         6334.0       0.29703190          29300
## 1217   0.6768        9500.0         4539.0       0.30197595          20100
## 1218   0.2034        5800.0         2750.0       0.20120120          27500
## 1219   1.0000       14166.5         4750.0       0.50515464          13200
## 1220   0.8136       39007.5         9500.0       0.43133747          32400
## 1221   0.5921       12296.0         4750.0       0.35546335          33400
## 1222   0.2119        6280.0         2254.0       0.25980392          27900
## 1223   0.8192       18772.0         6334.0       0.29703190          29300
## 1224   0.6421        8708.0         3745.0       0.36971707          25000
## 1225   0.6108        9500.0         4750.0       0.30745125          17500
## 1226   0.5645       16500.0         4750.0       0.28571429          10900
## 1227   0.6336        9065.5         3500.0       0.24248851          23600
## 1228   0.8229       18772.0         6334.0       0.29703190          29300
## 1229   0.8962       18772.0         6334.0       0.29703190          29300
## 1230   0.6421        9918.0         3824.0       0.42394015          16400
## 1231   0.5324       29213.0         5500.0       0.39390292          33400
## 1232   0.7615       29213.0         5500.0       0.39390292          33400
## 1233   0.6958        5994.0         4060.0       0.31164384          25800
## 1234   0.4760       23125.0         6334.0       0.32755842          19900
## 1235   0.3479       22319.5         6690.0       0.34650957          21400
## 1236   0.6696        9791.0         5736.0       0.53900536          32500
## 1237   0.6231        4596.0         2316.0       0.41218638          20800
## 1238   0.6702       13715.0         5500.0       0.39534884          22300
## 1239   0.4732       20766.0         8750.0       0.70764081          42400
## 1240   0.3608       20766.0         8750.0       0.70764081          42400
## 1241   0.8283       18772.0         6334.0       0.29703190          29300
## 1242   0.1755       23125.0         6334.0       0.32755842          19900
## 1243   0.8646       18772.0         6334.0       0.29703190          29300
## 1244   0.7759        9000.0         2570.5       0.37695312          23000
## 1245   0.5912        9500.0         4750.0       0.38059268          19700
## 1246   0.7622       17264.0         4750.0       0.41972973          21100
## 1247   0.7183       10109.0         3899.5       0.21303763          20900
## 1248   0.6409        9500.0         4750.0       0.29507212          17700
## 1249   0.6840        9500.0         6334.0       0.33108758          17500
## 1250   0.6362        9498.0         3529.0       0.34886183          18100
## 1251   0.8050       39007.5         9500.0       0.43133747          32400
## 1252   0.7758       29213.0         5500.0       0.39390292          33400
## 1253   0.9275       19000.0         9500.0       0.51411765          32700
## 1254   0.6511        8579.5         3750.0       0.34941764          19800
## 1255   0.4447        9500.0         3969.0       0.36447520          22700
## 1256   0.9168       28334.0         5500.0       0.33182844          28000
## 1257   0.9697        6770.0         4750.0       0.36842105          14200
## 1258   0.8795       37540.0         6334.0       0.50403078          22200
## 1259   0.6824        6713.0         3626.0       0.27865169          19300
## 1260   0.6328        9482.0         3751.0       0.33825598          18600
## 1261   0.8185       27722.0         6334.0       0.40760475          23500
## 1262   0.8203       20000.0         6333.0       0.46315789          21600
## 1263   0.1422       18500.0         6250.0       0.41670310          25900
## 1264   0.6448       29213.0         5500.0       0.39390292          33400
## 1265   0.6557       39007.5         9500.0       0.43133747          32400
## 1266   0.8730       30992.0         6273.0       0.38424493          27100
## 1267   0.2218       22319.5         6690.0       0.34650957          21400
## 1268   0.6232        9916.0         4290.0       0.31451398          20900
## 1269   0.8123       10751.0         4750.0       0.19057218          35500
## 1270   0.7992       19612.0         3746.0       0.35930408          42800
## 1271   0.7732        6595.0         3500.0       0.34180139          15500
## 1272   0.8319        6861.0         3745.5       0.28272251          24200
## 1273   0.8586        7863.0         2854.0       0.30400000          18600
## 1274   0.7558       12627.0         3959.0       0.45029240          21900
## 1275   0.7900       18772.0         6334.0       0.29703190          29300
## 1276   0.7079       10119.0         4008.5       0.34752650          20700
## 1277   0.7947       10119.0         4008.5       0.34752650          20700
## 1278   0.7937       29213.0         5500.0       0.39390292          33400
## 1279   0.7404       29213.0         5500.0       0.39390292          33400
## 1280   0.5509       10556.0         4750.0       0.40658228          18700
## 1281   0.8072       35000.0         6334.0       0.46650906          22900
## 1282   0.8697       34484.5         6785.0       0.44661549          24000
## 1283   0.7746       29500.0         7334.0       0.31819646          27900
## 1284   0.4513        9500.0         4260.0       0.35444854          23300
## 1285   0.7361       17949.5         4750.0       0.24930680          33700
## 1286   0.9061       30992.0         6273.0       0.38424493          27100
## 1287   0.9945       12125.0         4750.0       0.28754448          16800
## 1288   0.4751       13500.0         5526.5       0.31100478          13500
## 1289   0.7495       29213.0         5500.0       0.39390292          33400
## 1290   0.8475       18772.0         6334.0       0.29703190          29300
## 1291   0.9929       12125.0         4750.0       0.28754448          16800
## 1292   0.5136       10556.0         4750.0       0.40658228          18700
## 1293   0.8896       19852.0         5570.0       0.45978986          18700
## 1294   0.3398       32639.0         6334.0       0.48332546          36500
## 1295   0.4933        9317.0         4750.0       0.38984375          15000
## 1296   0.7476       29213.0         5500.0       0.39390292          33400
## 1297   0.5111        9500.0         4750.0       0.34084821          21000
## 1298   0.8227       39007.5         9500.0       0.43133747          32400
## 1299   0.5798        9500.0         4750.0       0.33452893          17900
## 1300   0.7523       20223.5         6000.0       0.43572615          21800
## 1301   0.7180        7521.0         3801.5       0.28336980          18600
## 1302   0.5548       21693.5         6334.0       0.37409639          19200
## 1303   0.8371       17800.0         4867.0       0.37672456          27700
## 1304   0.7039        9500.0         4750.0       0.35348226          18000
## 1305   0.9130       28250.0         6346.0       0.47878261          28500
## 1306   0.6023        9500.0         3500.0       0.35348193          19300
## 1307   0.7739       14144.0         4750.0       0.45902649          18600
## 1308   0.8534       34484.5         6785.0       0.44661549          24000
## 1309   0.6091        9482.0         3751.0       0.33825598          18600
## 1310   0.9789        8005.0         3239.0       0.40830116          24500
## 1311   0.5574        9500.0         4652.5       0.32472989          18400
## 1312   0.4366       26048.0         7834.0       0.49267395          25800
## 1313   0.5792        9500.0         4750.0       0.31917717          19600
## 1314   0.6667       13597.0         6275.0       0.42901235          21000
## 1315   0.7534        9900.0         4750.0       0.37349398          15600
## 1316   0.2539       22319.5         6690.0       0.34650957          21400
## 1317   0.4136        6333.0         3008.5       0.23487032          19700
## 1318   0.9075       26666.0         9334.0       0.51712329          59900
## 1319   0.9042       26740.5         8807.0       0.49761223          29100
## 1320   0.6901       29213.0         5500.0       0.39390292          33400
## 1321   0.4771        8892.0         4726.5       0.44943820          14800
## 1322   0.8113       29500.0         7334.0       0.31819646          27900
## 1323   0.6974       29500.0         7334.0       0.31819646          27900
## 1324   0.8474       27000.0         6334.0       0.47163121          25500
## 1325   0.9722       29213.0         5500.0       0.39390292          33400
## 1326   0.6667       29213.0         5500.0       0.39390292          33400
## 1327   0.6778       29213.0         5500.0       0.39390292          33400
## 1328   0.6000       19194.0         4750.0       0.24173318          21800
## 1329   0.8698       24254.0         9500.0       0.37397260          19100
## 1330   0.8287       18772.0         6334.0       0.29703190          29300
## 1331   0.8024       18772.0         6334.0       0.29703190          29300
## 1332   0.9154       18772.0         6334.0       0.29703190          29300
## 1333   0.7564       11149.0         6861.0       0.41134752          17700
## 1334   0.7123       16000.0         6894.0       0.46470588          18100
## 1335   0.6083        9500.0         4285.0       0.53436426          19300
## 1336   0.6544        9500.0         4750.0       0.34084821          21000
## 1337   0.6465        9791.0         5736.0       0.53900536          32500
## 1338   0.7834       14144.0         4750.0       0.45902649          18600
## 1339   0.7230       14144.0         4750.0       0.45902649          18600
## 1340   0.5196        9676.0         4750.0       0.38837675          23300
## 1341   0.8741       16725.0         6334.0       0.30221300          22300
## 1342   0.7450        8105.0         3500.0       0.28286853          22200
## 1343   0.7627        7933.0         3500.0       0.22665370          23500
## 1344   0.9183       16725.0         6334.0       0.30221300          22300
## 1345   0.7548       29213.0         5500.0       0.39390292          33400
## 1346   0.7563       26000.0        10500.0       0.47033595          33300
## 1347   0.8388       18772.0         6334.0       0.29703190          29300
## 1348   0.8658       18772.0         6334.0       0.29703190          29300
## 1349   0.8333       18772.0         6334.0       0.29703190          29300
## 1350   0.8655       20000.0         6334.0       0.44207890          21500
## 1351   0.6765       29213.0         5500.0       0.39390292          33400
## 1352   0.5841       29213.0         5500.0       0.39390292          33400
## 1353   0.9968        7900.0         4088.5       0.18261413          19800
## 1354   0.8293       14144.0         4750.0       0.45902649          18600
## 1355   0.8621       14144.0         4750.0       0.45902649          18600
## 1356   0.8109       14144.0         4750.0       0.45902649          18600
## 1357   0.7207       14144.0         4750.0       0.45902649          18600
## 1358   1.0000       22138.5         6334.0       0.48656542          16600
## 1359   0.7749       26417.0         4750.0       0.47051862          31300
## 1360   0.5583       25000.0         9500.0       0.54036087          36200
## 1361   0.5335       10556.0         4750.0       0.40658228          18700
## 1362   0.5514       10556.0         4750.0       0.40658228          18700
## 1363   0.5431       12086.5         4750.0       0.42911877          17400
## 1364   0.9826        9500.0         3500.0       0.35955882          18600
## 1365   0.6525       10796.0         4750.0       0.42006270          23300
## 1366   0.7255       10796.0         4750.0       0.42006270          23300
## 1367   0.9952        7559.0         4286.0       0.27512953          27500
## 1368   0.7799       18772.0         6334.0       0.29703190          29300
## 1369   0.8026       18772.0         6334.0       0.29703190          29300
## 1370   0.8504       18772.0         6334.0       0.29703190          29300
## 1371   0.9021       18772.0         6334.0       0.29703190          29300
## 1372   0.7196       10500.0         5371.0       0.33710285          18500
## 1373   0.7424       29213.0         5500.0       0.39390292          33400
## 1374   0.6527       29213.0         5500.0       0.39390292          33400
## 1375   0.7442        9791.0         5736.0       0.53900536          32500
## 1376   0.7533        9791.0         5736.0       0.53900536          32500
## 1377   0.6784       15463.0         6009.5       0.43122102          17300
## 1378   0.8373       12125.0         4750.0       0.28754448          16800
## 1379   0.6232       12125.0         5564.5       0.43234426          24100
## 1380   0.6572        9916.0         4290.0       0.31451398          20900
## 1381   0.8514       14144.0         4750.0       0.45902649          18600
## 1382   0.7957       14144.0         4750.0       0.45902649          18600
## 1383   0.0524        2500.0         2013.0       0.22098725          14900
## 1384   0.9251       23036.0         5369.0       0.39470813          20500
## 1385   0.8920       27000.0         6334.0       0.47163121          25500
## 1386   0.8850        9791.0         5736.0       0.53900536          32500
## 1387   0.6192        9500.0         3500.0       0.35348193          19300
## 1388   0.7452       13000.0         6092.5       0.34280532          21900
## 1389   0.8872       18772.0         6334.0       0.29703190          29300
## 1390   0.8143       18772.0         6334.0       0.29703190          29300
## 1391   0.7116       12228.0         4750.0       0.45165622          26100
## 1392   0.7065        9500.0         4750.0       0.37044534          18000
## 1393   0.8251       17886.5         5945.5       0.41768416          20100
## 1394   0.5242        9500.0         3969.0       0.36447520          22700
## 1395   0.5510        9500.0         4039.0       0.37988281          20000
## 1396   0.7401       24389.0         7667.0       0.36157480          17600
## 1397   0.6912       26498.5         6334.0       0.45446097          17600
## 1398   0.7339       10821.0         6931.0       0.39911308          23400
## 1399   0.8866       12579.5         5367.0       0.35546875          19600
## 1400   0.8770       39007.5         9500.0       0.43133747          32400
## 1401   0.9100       25000.0        12500.0       0.40949101          61300
## 1402   0.8744       25000.0        12500.0       0.40949101          61300
## 1403   0.8308       14144.0         4750.0       0.45902649          18600
## 1404   0.8248       14144.0         4750.0       0.45902649          18600
## 1405   0.8038       14144.0         4750.0       0.45902649          18600
## 1406   0.7234       14144.0         4750.0       0.45902649          18600
## 1407   0.7768       14144.0         4750.0       0.45902649          18600
## 1408   0.3953       14350.0         5221.0       0.32275641          14700
## 1409   0.8546       17886.5         5945.5       0.41768416          20100
## 1410   0.8727        8456.0         4029.0       0.36962306          18400
## 1411   0.7813       22138.5         6334.0       0.48656542          16600
## 1412   0.8122       27722.0         6334.0       0.40760475          23500
## 1413   0.9424       20000.0         6334.0       0.44207890          21500
## 1414   0.6756       13597.0         6275.0       0.42901235          21000
## 1415   0.6772       19834.0         6827.5       0.47249035          30100
## 1416   0.9048       18808.5         4750.0       0.37485898          21600
## 1417   0.7642        9916.0         4290.0       0.31451398          20900
## 1418   0.5702       13094.0         5500.0       0.34000000          17900
## 1419   0.7171       13411.0         4646.0       0.34051835          22500
## 1420   0.9171       20000.0         3898.0       0.48982668          23400
## 1421   0.8807       18772.0         6334.0       0.29703190          29300
## 1422   0.8896       18772.0         6334.0       0.29703190          29300
## 1423   0.8158       18772.0         6334.0       0.29703190          29300
## 1424   0.7961       16004.0         5216.0       0.30865103          21100
## 1425   0.7632       14583.0         5000.0       0.33258553          20800
## 1426   0.3793       32639.0         6334.0       0.48332546          36500
## 1427   0.7889       14144.0         4750.0       0.45902649          18600
## 1428   0.7969       14144.0         4750.0       0.45902649          18600
## 1429   0.8496       29500.0         7334.0       0.31819646          27900
## 1430   0.8661       17800.0         4867.0       0.37672456          27700
## 1431   0.5260       16500.0         4750.0       0.36518047          14700
## 1432   0.8876       24373.0         6334.0       0.31637650          26100
## 1433   0.7655        9500.0         3668.0       0.32575758          17200
## 1434   0.7172       10190.0         3880.0       0.28880866          17000
## 1435   1.0000        7900.0         4088.5       0.18261413          19800
## 1436   0.5887       24389.0         7667.0       0.36157480          17600
## 1437   0.6396       18301.0         5895.5       0.52072660          28600
## 1438   0.6667        9500.0         4260.0       0.35444854          23300
## 1439   0.9471       12125.0         4750.0       0.28754448          16800
## 1440   0.5612        9500.0         3518.0       0.39389068          20900
## 1441   0.7419       14144.0         4750.0       0.45902649          18600
## 1442   0.8500       14144.0         4750.0       0.45902649          18600
## 1443   1.0000        9500.0         5723.0       0.21058434          15900
## 1444   0.6375        5500.0         3500.0       0.25891473          15000
## 1445   0.7976        9500.0         4750.0       0.39814232          26300
## 1446   0.8862        9500.0         4750.0       0.39814232          26300
## 1447   0.6628        9259.0         3640.5       0.35669870          19400
## 1448   0.8526       24373.0         6334.0       0.31637650          26100
## 1449   0.8529       24373.0         6334.0       0.31637650          26100
## 1450   0.7360       12145.0         5497.0       0.43576826          15900
## 1451   0.6504        8172.5         3569.0       0.44066148          14200
## 1452   0.8035       13600.0         8366.0       0.42486085          16400
## 1453   0.3854       32639.0         6334.0       0.48332546          36500
## 1454   0.7902       29667.0         6334.0       0.36873530          26400
## 1455   0.6337       10973.0         5553.0       0.39308176          16100
## 1456   0.7462       15463.0         6009.5       0.43122102          17300
## 1457   0.6960       10821.0         6931.0       0.39911308          23400
## 1458   0.8484       26417.0         4750.0       0.47051862          31300
## 1459   0.6034       26417.0         4750.0       0.47051862          31300
## 1460   0.9003       18772.0         6334.0       0.29703190          29300
## 1461   0.7907       18772.0         6334.0       0.29703190          29300
## 1462   0.8280       18772.0         6334.0       0.29703190          29300
## 1463   0.8224       18772.0         6334.0       0.29703190          29300
## 1464   0.7866       18772.0         6334.0       0.29703190          29300
## 1465   0.4659       18301.0         5895.5       0.52072660          28600
## 1466   0.5509        8565.0         3357.0       0.25652714          16400
## 1467   0.8239       17800.0         4867.0       0.37672456          27700
## 1468   0.7406        9500.0         4750.0       0.37044534          18000
## 1469   0.6912        9500.0         4750.0       0.35796270          21900
## 1470   0.8673        9500.0         3353.5       0.30470016          25900
## 1471   0.6743        9500.0         3500.0       0.41993387          28600
## 1472   0.8397       22138.5         6334.0       0.48656542          16600
## 1473   0.3977       14350.0         5221.0       0.32275641          14700
## 1474   0.6746        9500.0         5343.0       0.33959900          15700
## 1475   0.5122        8105.0         3500.0       0.28286853          22200
## 1476   0.9591       17886.5         5945.5       0.41768416          20100
## 1477   0.9736       17886.5         5945.5       0.41768416          20100
## 1478   0.9132       25000.0        12500.0       0.40949101          61300
## 1479   0.9753        9500.0         4479.0       0.28733306          24800
## 1480   0.8163       15418.0         4097.0       0.34410112          15800
## 1481   0.8361       18772.0         6334.0       0.29703190          29300
## 1482   0.8214       29213.0         5500.0       0.39390292          33400
## 1483   0.7113       30992.0         6273.0       0.38424493          27100
## 1484   0.8712       24373.0         6334.0       0.31637650          26100
## 1485   0.8407       25000.0        12500.0       0.40949101          61300
## 1486   0.5899       16004.0         5216.0       0.30865103          21100
## 1487   0.8676       14144.0         4750.0       0.45902649          18600
## 1488   0.8844       14144.0         4750.0       0.45902649          18600
## 1489   0.8614        9500.0         4750.0       0.32721382          22200
## 1490   0.8696       24709.0         6132.0       0.48929305          21400
## 1491   0.6637        6336.0         3202.5       0.39068100          12800
## 1492   0.8027       13411.0         4646.0       0.34051835          22500
## 1493   0.9763        8607.0         3991.0       0.25189647          19600
## 1494   0.9365        8607.0         3991.0       0.25189647          19600
## 1495   0.8426        9500.0         4750.0       0.24214993          21300
## 1496   0.8750       17800.0         4867.0       0.37672456          27700
## 1497   0.7469       18772.0         6334.0       0.29703190          29300
## 1498   0.7324       18772.0         6334.0       0.29703190          29300
## 1499   0.7610       11568.0         4379.0       0.35860839          16300
## 1500   0.5408        7481.0         3863.0       0.31564626          16100
## 1501   0.7983       29213.0         5500.0       0.39390292          33400
## 1502   0.9570       17161.5         4012.0       0.38406489          24100
## 1503   0.9266       17264.0         4750.0       0.41972973          21100
## 1504   0.5975        9500.0         3957.5       0.43916038          16300
## 1505   0.9880       19180.0         8750.0       0.41056911          23600
## 1506   0.9167        9500.0         4750.0       0.37044534          18000
## 1507   0.8983        8607.0         3991.0       0.25189647          19600
## 1508   0.7978        7917.0         3959.0       0.35282258          24800
## 1509   0.2300       20000.0         6334.0       0.37413074          21900
## 1510   0.8852        9500.0         4750.0       0.36989247          24800
##      MD_EARN_WNE_P10 RPY_3YR_RT_SUPP  CDR3 Associate's-degree
## 1              39700      0.54844341 0.070                  0
## 2              26600      0.16915786 0.190                  0
## 3              45700      0.73487375 0.064                  0
## 4              44200      0.71959459 0.091                  0
## 5              37200      0.34313202 0.145                  0
## 6              36500      0.58254717 0.140                  0
## 7              34600      0.40428937 0.133                  0
## 8              44500      0.48905109 0.296                  1
## 9              33900      0.25207756 0.214                  0
## 10             45800      0.77202073 0.026                  0
## 11             42800      0.62800000 0.084                  0
## 12             25700      0.16876122 0.199                  0
## 13             35600      0.36913646 0.141                  0
## 14             36200      0.55460993 0.123                  0
## 15             47000      0.57209302 0.070                  0
## 16             28600      0.11902407 0.193                  1
## 17             25700      0.23496188 0.268                  0
## 18             30800      0.30376516 0.153                  0
## 19             25100      0.28413575 0.254                  0
## 20             22200      0.11512718 0.157                  0
## 21             27200      0.34421365 0.239                  0
## 22             27400      0.24260652 0.262                  1
## 23             28600      0.38267717 0.186                  0
## 24             17800      0.26150628 0.177                  0
## 25             17800      0.26150628 0.177                  0
## 26             19600      0.33865815 0.264                  0
## 27             44500      0.26198408 0.190                  0
## 28             22200      0.42436975 0.162                  0
## 29             38800      0.26156837 0.286                  1
## 30             26900      0.24756447 0.327                  0
## 31             39100      0.55678670 0.093                  0
## 32             32200      0.31812865 0.211                  0
## 33             28200      0.39848485 0.115                  0
## 34             35900      0.24133273 0.229                  0
## 35             50100      0.43208763 0.108                  0
## 36             22000      0.10182768 0.274                  1
## 37             33800      0.52548330 0.184                  0
## 38             43200      0.50855746 0.106                  0
## 39             24600      0.35038760 0.321                  0
## 40             37400      0.68149883 0.103                  0
## 41             26100      0.45546559 0.199                  0
## 42             22200      0.39669421 0.258                  0
## 43             32200      0.60305344 0.077                  0
## 44             29500      0.30949966 0.108                  0
## 45             22200      0.13152401 0.214                  0
## 46             27000      0.15956284 0.326                  1
## 47             23500      0.50367647 0.095                  0
## 48             18000      0.51293103 0.031                  0
## 49             50000      0.71654198 0.039                  0
## 50             29300      0.27079935 0.300                  0
## 51             28800      0.47875354 0.116                  0
## 52             39500      0.44495413 0.121                  0
## 53             32500      0.45111111 0.191                  1
## 54             33300      0.64297800 0.089                  0
## 55             46100      0.64575485 0.086                  0
## 56             54500      0.77406049 0.035                  0
## 57             46300      0.21849866 0.292                  1
## 58             34000      0.43096234 0.251                  1
## 59             79400      0.78867925 0.091                  0
## 60             33800      0.30144928 0.296                  1
## 61             50100      0.63848831 0.048                  0
## 62             42500      0.70481928 0.047                  0
## 63             28100      0.37237237 0.175                  1
## 64             52700      0.74666667 0.060                  0
## 65             30600      0.42944785 0.168                  0
## 66             30200      0.26906780 0.256                  1
## 67             15700      0.35982340 0.168                  0
## 68             51700      0.68509213 0.056                  0
## 69             14000      0.46097561 0.123                  0
## 70             35400      0.62535873 0.109                  1
## 71             35400      0.62535873 0.109                  1
## 72             25900      0.29765886 0.350                  1
## 73             38200      0.60978044 0.072                  0
## 74             32100      0.40058055 0.201                  1
## 75             38800      0.26156837 0.286                  1
## 76             38800      0.26156837 0.286                  1
## 77             29000      0.61083744 0.092                  0
## 78             37000      0.32146733 0.158                  0
## 79             30800      0.51162791 0.116                  1
## 80             31600      0.38394794 0.202                  1
## 81             25600      0.39622642 0.247                  1
## 82             28300      0.25454545 0.220                  1
## 83             54100      0.79583333 0.045                  0
## 84             24500      0.16202091 0.281                  0
## 85             30800      0.34384273 0.228                  0
## 86             31700      0.36901408 0.177                  1
## 87             36200      0.55967078 0.123                  1
## 88             46400      0.62542955 0.141                  0
## 89             32900      0.38362069 0.253                  1
## 90             36200      0.51736111 0.106                  0
## 91             50500      0.64402174 0.074                  0
## 92             28800      0.21775251 0.192                  0
## 93             23100      0.13182200 0.260                  0
## 94             26300      0.20835509 0.209                  0
## 95             56200      0.51949478 0.074                  0
## 96             18500      0.52777778 0.102                  0
## 97             27000      0.47388535 0.030                  0
## 98             39900      0.39069767 0.278                  1
## 99             26400      0.31613977 0.218                  0
## 100            68200      0.71922055 0.031                  0
## 101            59200      0.74503311 0.031                  0
## 102            32200      0.42222222 0.162                  1
## 103            48300      0.80511974 0.041                  0
## 104            29900      0.41954887 0.165                  1
## 105            26600      0.29750271 0.219                  1
## 106            25300      0.14371517 0.282                  1
## 107            34400      0.44255875 0.159                  1
## 108            26300      0.28659656 0.256                  1
## 109            37000      0.64615385 0.020                  0
## 110            29700      0.17872268 0.225                  0
## 111            39100      0.32062471 0.217                  0
## 112            25200      0.35634029 0.277                  1
## 113            24400      0.54022989 0.155                  0
## 114            38700      0.46268657 0.190                  1
## 115            31000      0.27439024 0.100                  0
## 116            31200      0.42569270 0.215                  1
## 117            67700      0.81260274 0.022                  0
## 118            46800      0.91081081 0.020                  0
## 119            44000      0.72079208 0.064                  0
## 120            30400      0.50452080 0.080                  1
## 121            57400      0.65237167 0.054                  0
## 122            40600      0.65903783 0.059                  0
## 123            43300      0.43429487 0.137                  1
## 124            28400      0.56676136 0.162                  0
## 125            34700      0.57751938 0.143                  0
## 126            22400      0.17777778 0.256                  0
## 127            32800      0.38158819 0.179                  1
## 128            28900      0.36288760 0.231                  1
## 129            36400      0.29824561 0.363                  0
## 130            34700      0.25706569 0.203                  0
## 131            34000      0.57367668 0.129                  0
## 132            18000      0.44642857 0.109                  0
## 133            26500      0.37309645 0.319                  1
## 134            29800      0.42681804 0.211                  1
## 135            50500      0.62870855 0.049                  0
## 136            28300      0.58273381 0.059                  0
## 137            31800      0.28621291 0.288                  1
## 138            24900      0.39508507 0.291                  0
## 139            20400      0.22522523 0.202                  0
## 140            52100      0.44633902 0.085                  0
## 141            19000      0.50434783 0.225                  0
## 142            30900      0.53012048 0.140                  0
## 143            44300      0.67104808 0.070                  0
## 144            29300      0.63397548 0.148                  0
## 145            46100      0.70877354 0.053                  0
## 146            30000      0.42647059 0.192                  1
## 147            18500      0.36885246 0.204                  0
## 148            53900      0.75960952 0.041                  0
## 149            49500      0.66074951 0.047                  0
## 150            61800      0.58695652 0.029                  1
## 151            40700      0.61970113 0.077                  0
## 152            74200      0.87726639 0.019                  0
## 153            28800      0.53181077 0.233                  1
## 154            30700      0.45149912 0.190                  1
## 155            33600      0.27049180 0.136                  0
## 156            41600      0.54063927 0.197                  0
## 157            42000      0.45785219 0.080                  0
## 158            53900      0.82484725 0.026                  0
## 159            32800      0.68265683 0.105                  0
## 160            65400      0.83219844 0.015                  0
## 161            40700      0.32960894 0.142                  0
## 162            31800      0.30232558 0.184                  0
## 163            37700      0.55493482 0.085                  0
## 164            21200      0.17233809 0.177                  0
## 165            26300      0.47169811 0.073                  0
## 166            28700      0.41573034 0.392                  1
## 167            36900      0.75182482 0.061                  0
## 168            35400      0.34036145 0.189                  0
## 169            31300      0.39314212 0.183                  1
## 170            36900      0.63147974 0.058                  0
## 171            30100      0.15298935 0.199                  0
## 172            38500      0.64903846 0.110                  0
## 173            30700      0.23220974 0.308                  1
## 174            27300      0.10918499 0.190                  0
## 175            28800      0.43281938 0.196                  1
## 176            27900      0.25943190 0.268                  0
## 177            22400      0.22048067 0.185                  1
## 178            28300      0.44000000 0.162                  1
## 179            18800      0.27555556 0.146                  0
## 180            39400      0.36363636 0.067                  0
## 181            16500      0.19108911 0.357                  0
## 182            24700      0.09899889 0.193                  0
## 183            45200      0.39772727 0.041                  0
## 184            29600      0.50506757 0.178                  1
## 185            23900      0.10831968 0.232                  0
## 186            28800      0.39961203 0.163                  1
## 187            31100      0.50000000 0.115                  1
## 188            42100      0.40296357 0.115                  0
## 189            33400      0.39316512 0.195                  1
## 190            41600      0.70069930 0.061                  0
## 191            43900      0.67575083 0.069                  0
## 192            28100      0.61000000 0.148                  0
## 193            32000      0.41652614 0.179                  1
## 194            38800      0.66666667 0.077                  0
## 195            30400      0.31064483 0.194                  1
## 196            17300      0.26687117 0.241                  0
## 197            27900      0.17910448 0.147                  0
## 198            28500      0.41935484 0.208                  1
## 199            37000      0.38515464 0.118                  0
## 200            47000      0.35745640 0.234                  0
## 201            30000      0.32233223 0.260                  1
## 202            32800      0.50038850 0.169                  1
## 203            26600      0.30000000 0.175                  1
## 204            24900      0.23584906 0.180                  1
## 205            33400      0.38341158 0.119                  0
## 206            34200      0.37466307 0.116                  0
## 207            41600      0.29963570 0.275                  0
## 208            40900      0.68499534 0.169                  0
## 209            26500      0.14317673 0.218                  0
## 210            54200      0.69724771 0.063                  0
## 211            29600      0.22741680 0.211                  0
## 212            74800      0.65656566 0.127                  0
## 213            24900      0.69329897 0.052                  0
## 214            37100      0.49526917 0.092                  0
## 215            36600      0.66513761 0.085                  0
## 216            35000      0.31890013 0.097                  1
## 217            42400      0.66547192 0.042                  0
## 218            21200      0.38461538 0.298                  0
## 219            30100      0.43181818 0.196                  1
## 220            38000      0.77300614 0.045                  0
## 221            35900      0.71533923 0.062                  0
## 222            26900      0.48242075 0.222                  1
## 223            31900      0.63716814 0.096                  0
## 224            47900      0.84752224 0.042                  0
## 225            16800      0.20325203 0.415                  0
## 226            37100      0.64000000 0.128                  0
## 227            18900      0.20279720 0.112                  0
## 228            27900      0.61946903 0.132                  1
## 229            33000      0.25441040 0.137                  0
## 230            25000      0.25683060 0.184                  0
## 231            37100      0.24804549 0.280                  0
## 232            16800      0.20325203 0.415                  0
## 233            50300      0.63484818 0.062                  0
## 234            47000      0.35745640 0.234                  0
## 235            21200      0.37083333 0.084                  0
## 236            34400      0.46131078 0.183                  1
## 237            39900      0.67240011 0.067                  0
## 238            31300      0.49395161 0.193                  0
## 239            35900      0.57213930 0.118                  0
## 240            51000      0.62154942 0.068                  0
## 241            54400      0.87384615 0.032                  0
## 242            69300      0.81920000 0.034                  0
## 243            37000      0.32146733 0.158                  0
## 244            25700      0.23496188 0.268                  0
## 245            27600      0.47317073 0.113                  1
## 246            30800      0.52555911 0.144                  1
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##      Bachelor's-degree Certificate-degree NotClassified Private For-profit
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str(data_ready)
## 'data.frame':    3018 obs. of  20 variables:
##  $ NPT4_COMBINE      : int  12450 16419 11297 20518 17758 17991 16676 21221 20028 28494 ...
##  $ DEP_STAT_PCT_IND  : num  0.6943 0.6673 0.4578 0.0271 0.7349 ...
##  $ PAR_ED_PCT_1STGEN : num  0.634 0.462 0.466 0.226 0.389 ...
##  $ MD_FAMINC         : num  15235 17901 31661 66943 22040 ...
##  $ PCTPELL           : num  0.44 0.49 0.516 0.275 0.734 ...
##  $ PCTFLOAN          : num  0.484 0.661 0.821 0.628 0.867 ...
##  $ GRAD_DEBT_MDN     : num  15854 11250 17634 26305 17567 ...
##  $ WDRAW_DEBT_MDN    : num  4750 5524 8250 11969 5500 ...
##  $ APPL_SCH_PCT_GE2  : num  0.43 0.329 0.595 0.837 0.333 ...
##  $ MD_EARN_WNE_P6    : int  13800 26100 31200 27600 23700 38900 14400 21100 34400 31300 ...
##  $ MD_EARN_WNE_P10   : int  14600 29600 36800 41700 22800 48300 17800 26700 42900 38500 ...
##  $ RPY_3YR_RT_SUPP   : num  0.167 0.263 0.558 0.79 0.435 ...
##  $ CDR3              : num  0.145 0.289 0.083 0.061 0.2 0.038 0.211 0.187 0.071 0.038 ...
##  $ Associate's-degree: num  0 1 0 0 1 0 0 1 1 1 ...
##  $ Bachelor's-degree : num  0 0 1 1 0 1 0 0 0 0 ...
##  $ Certificate-degree: num  1 0 0 0 0 0 1 0 0 0 ...
##  $ NotClassified     : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Private For-profit: num  1 1 0 0 1 0 1 1 0 0 ...
##  $ Private Nonprofit : num  0 0 1 1 0 0 0 0 0 1 ...
##  $ Public            : num  0 0 0 0 0 1 0 0 1 0 ...
class(data_ready)
## [1] "data.frame"
#the function used to conver two categorical variables into numeric variabels. 
convertNum = function(mydata) {
    mydata = mydata[,-1]
    dummy_preddeg = model.matrix(~PREDDEG_factor-1,mydata)
   # dummy_control = model.matrix(~Control_factor-1, mydata)
   
    colnames(dummy_preddeg) <- gsub("PREDDEG_factor","",colnames(dummy_preddeg))
   # colnames(dummy_control) <- gsub("Control_factor","",colnames(dummy_control))
    
    data_combine = cbind(mydata, dummy_preddeg) 
    return (data.frame(data_combine[,-1]))  #get rid of the converted col PRED
  }

data_knn_training = convertNum(data_k_d)
data_knn_testing = convertNum(data_k_d2)
   
glimpse(data_knn_training)
## Observations: 3,018
## Variables: 18
## $ Control_factor     <fctr> Private For-profit, Private For-profit, Pr...
## $ NPT4_COMBINE       <int> 12450, 16419, 11297, 20518, 17758, 17991, 1...
## $ DEP_STAT_PCT_IND   <dbl> 0.69430052, 0.66732143, 0.45778146, 0.02712...
## $ PAR_ED_PCT_1STGEN  <dbl> 0.6341463, 0.4621681, 0.4657658, 0.2263056,...
## $ MD_FAMINC          <dbl> 15234.757, 17900.888, 31661.414, 66943.368,...
## $ PCTPELL            <dbl> 0.4400, 0.4899, 0.5164, 0.2746, 0.7342, 0.3...
## $ PCTFLOAN           <dbl> 0.4840, 0.6606, 0.8207, 0.6282, 0.8671, 0.6...
## $ GRAD_DEBT_MDN      <dbl> 15853.5, 11250.0, 17634.0, 26305.0, 17567.0...
## $ WDRAW_DEBT_MDN     <dbl> 4750.0, 5524.0, 8250.0, 11969.0, 5500.0, 87...
## $ APPL_SCH_PCT_GE2   <dbl> 0.4300518, 0.3294643, 0.5951987, 0.8372514,...
## $ MD_EARN_WNE_P6     <int> 13800, 26100, 31200, 27600, 23700, 38900, 1...
## $ MD_EARN_WNE_P10    <int> 14600, 29600, 36800, 41700, 22800, 48300, 1...
## $ RPY_3YR_RT_SUPP    <dbl> 0.16666667, 0.26340206, 0.55835010, 0.78959...
## $ CDR3               <dbl> 0.145, 0.289, 0.083, 0.061, 0.200, 0.038, 0...
## $ Associate.s.degree <dbl> 0, 1, 0, 0, 1, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0...
## $ Bachelor.s.degree  <dbl> 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 1...
## $ Certificate.degree <dbl> 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0...
## $ NotClassified      <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...
glimpse(data_knn_testing)
## Observations: 1,510
## Variables: 18
## $ Control_factor     <fctr> Public, Public, Public, Private Nonprofit,...
## $ NPT4_COMBINE       <int> 15123, 11029, 16284, 22544, 18500, 18650, 1...
## $ DEP_STAT_PCT_IND   <dbl> 0.33031333, 0.18082976, 0.10692168, 0.04166...
## $ PAR_ED_PCT_1STGEN  <dbl> 0.3459119, 0.4035491, 0.1828058, 0.1683417,...
## $ MD_FAMINC          <dbl> 35359.882, 20444.531, 75752.736, 75354.439,...
## $ PCTPELL            <dbl> 0.3680, 0.7752, 0.1754, 0.2199, 0.7657, 0.4...
## $ PCTFLOAN           <dbl> 0.5529, 0.8157, 0.3714, 0.5103, 0.9334, 0.7...
## $ GRAD_DEBT_MDN      <dbl> 20500.0, 31000.0, 21500.0, 26495.0, 21250.0...
## $ WDRAW_DEBT_MDN     <dbl> 8650.0, 9500.0, 11500.0, 8750.0, 8250.0, 68...
## $ APPL_SCH_PCT_GE2   <dbl> 0.4988675, 0.6795422, 0.3998179, 0.7132353,...
## $ MD_EARN_WNE_P6     <int> 33300, 20300, 36400, 26600, 29100, 29900, 2...
## $ MD_EARN_WNE_P10    <int> 39700, 26600, 45700, 44200, 37200, 36500, 3...
## $ RPY_3YR_RT_SUPP    <dbl> 0.5484434, 0.1691579, 0.7348737, 0.7195946,...
## $ CDR3               <dbl> 0.070, 0.190, 0.064, 0.091, 0.145, 0.140, 0...
## $ Associate.s.degree <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0...
## $ Bachelor.s.degree  <dbl> 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1...
## $ Certificate.degree <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...
## $ NotClassified      <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...
#add notclassified col to the testing dataset, 
data_knn_testing$NotClassified  =0
   
#data_knn_testing  = cbind(data_knn_testing[,c(1:16)], data_knn_testing[20], data_knn_testing[,c(17:19)])
   
#til now the training dataset and testing dataset are ready
glimpse(data_knn_training)
## Observations: 3,018
## Variables: 18
## $ Control_factor     <fctr> Private For-profit, Private For-profit, Pr...
## $ NPT4_COMBINE       <int> 12450, 16419, 11297, 20518, 17758, 17991, 1...
## $ DEP_STAT_PCT_IND   <dbl> 0.69430052, 0.66732143, 0.45778146, 0.02712...
## $ PAR_ED_PCT_1STGEN  <dbl> 0.6341463, 0.4621681, 0.4657658, 0.2263056,...
## $ MD_FAMINC          <dbl> 15234.757, 17900.888, 31661.414, 66943.368,...
## $ PCTPELL            <dbl> 0.4400, 0.4899, 0.5164, 0.2746, 0.7342, 0.3...
## $ PCTFLOAN           <dbl> 0.4840, 0.6606, 0.8207, 0.6282, 0.8671, 0.6...
## $ GRAD_DEBT_MDN      <dbl> 15853.5, 11250.0, 17634.0, 26305.0, 17567.0...
## $ WDRAW_DEBT_MDN     <dbl> 4750.0, 5524.0, 8250.0, 11969.0, 5500.0, 87...
## $ APPL_SCH_PCT_GE2   <dbl> 0.4300518, 0.3294643, 0.5951987, 0.8372514,...
## $ MD_EARN_WNE_P6     <int> 13800, 26100, 31200, 27600, 23700, 38900, 1...
## $ MD_EARN_WNE_P10    <int> 14600, 29600, 36800, 41700, 22800, 48300, 1...
## $ RPY_3YR_RT_SUPP    <dbl> 0.16666667, 0.26340206, 0.55835010, 0.78959...
## $ CDR3               <dbl> 0.145, 0.289, 0.083, 0.061, 0.200, 0.038, 0...
## $ Associate.s.degree <dbl> 0, 1, 0, 0, 1, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0...
## $ Bachelor.s.degree  <dbl> 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 1...
## $ Certificate.degree <dbl> 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0...
## $ NotClassified      <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...
glimpse(data_knn_testing)
## Observations: 1,510
## Variables: 18
## $ Control_factor     <fctr> Public, Public, Public, Private Nonprofit,...
## $ NPT4_COMBINE       <int> 15123, 11029, 16284, 22544, 18500, 18650, 1...
## $ DEP_STAT_PCT_IND   <dbl> 0.33031333, 0.18082976, 0.10692168, 0.04166...
## $ PAR_ED_PCT_1STGEN  <dbl> 0.3459119, 0.4035491, 0.1828058, 0.1683417,...
## $ MD_FAMINC          <dbl> 35359.882, 20444.531, 75752.736, 75354.439,...
## $ PCTPELL            <dbl> 0.3680, 0.7752, 0.1754, 0.2199, 0.7657, 0.4...
## $ PCTFLOAN           <dbl> 0.5529, 0.8157, 0.3714, 0.5103, 0.9334, 0.7...
## $ GRAD_DEBT_MDN      <dbl> 20500.0, 31000.0, 21500.0, 26495.0, 21250.0...
## $ WDRAW_DEBT_MDN     <dbl> 8650.0, 9500.0, 11500.0, 8750.0, 8250.0, 68...
## $ APPL_SCH_PCT_GE2   <dbl> 0.4988675, 0.6795422, 0.3998179, 0.7132353,...
## $ MD_EARN_WNE_P6     <int> 33300, 20300, 36400, 26600, 29100, 29900, 2...
## $ MD_EARN_WNE_P10    <int> 39700, 26600, 45700, 44200, 37200, 36500, 3...
## $ RPY_3YR_RT_SUPP    <dbl> 0.5484434, 0.1691579, 0.7348737, 0.7195946,...
## $ CDR3               <dbl> 0.070, 0.190, 0.064, 0.091, 0.145, 0.140, 0...
## $ Associate.s.degree <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0...
## $ Bachelor.s.degree  <dbl> 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1...
## $ Certificate.degree <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...
## $ NotClassified      <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...
suppressWarnings(suppressMessages(library(kknn)))
model <- train.kknn(Control_factor ~ ., 
                    data = data_knn_training, 
                    kmax = 9,
                    scale = TRUE,
                    kernel = c("triangular", "rectangular", "epanechnikov", "optimal"))
model
## 
## Call:
## train.kknn(formula = Control_factor ~ ., data = data_knn_training,     kmax = 9, kernel = c("triangular", "rectangular", "epanechnikov",         "optimal"), scale = TRUE)
## 
## Type of response variable: nominal
## Minimal misclassification: 0.07488403
## Best kernel: rectangular
## Best k: 4
plot(model)

prediction <- predict(model, data_knn_testing[, -1])
prediction
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##  [916] Private Nonprofit  Private For-profit Public            
##  [919] Public             Public             Private Nonprofit 
##  [922] Private Nonprofit  Private Nonprofit  Private Nonprofit 
##  [925] Private Nonprofit  Public             Public            
##  [928] Private Nonprofit  Private Nonprofit  Public            
##  [931] Public             Private For-profit Private Nonprofit 
##  [934] Private For-profit Private For-profit Private For-profit
##  [937] Private Nonprofit  Public             Public            
##  [940] Public             Public             Private Nonprofit 
##  [943] Private Nonprofit  Public             Private For-profit
##  [946] Public             Private For-profit Private Nonprofit 
##  [949] Public             Private For-profit Private For-profit
##  [952] Public             Private For-profit Private For-profit
##  [955] Public             Private Nonprofit  Private Nonprofit 
##  [958] Private Nonprofit  Private Nonprofit  Private Nonprofit 
##  [961] Public             Private Nonprofit  Private For-profit
##  [964] Private Nonprofit  Private Nonprofit  Private Nonprofit 
##  [967] Private Nonprofit  Private Nonprofit  Private Nonprofit 
##  [970] Public             Private For-profit Private Nonprofit 
##  [973] Private Nonprofit  Public             Private Nonprofit 
##  [976] Private For-profit Private Nonprofit  Public            
##  [979] Public             Private For-profit Public            
##  [982] Public             Private Nonprofit  Private Nonprofit 
##  [985] Private Nonprofit  Private For-profit Public            
##  [988] Public             Public             Public            
##  [991] Public             Private Nonprofit  Private For-profit
##  [994] Public             Public             Public            
##  [997] Public             Private For-profit Public            
## [1000] Private For-profit Public             Private For-profit
## [1003] Private For-profit Private For-profit Public            
## [1006] Public             Private Nonprofit  Public            
## [1009] Public             Public             Private Nonprofit 
## [1012] Public             Private For-profit Private Nonprofit 
## [1015] Public             Private Nonprofit  Private Nonprofit 
## [1018] Private For-profit Private For-profit Public            
## [1021] Private For-profit Private For-profit Public            
## [1024] Public             Public             Private For-profit
## [1027] Private For-profit Public             Public            
## [1030] Private Nonprofit  Private For-profit Private For-profit
## [1033] Private For-profit Private Nonprofit  Private Nonprofit 
## [1036] Private Nonprofit  Private Nonprofit  Public            
## [1039] Public             Private Nonprofit  Public            
## [1042] Public             Public             Public            
## [1045] Public             Public             Public            
## [1048] Public             Private Nonprofit  Private Nonprofit 
## [1051] Private For-profit Private Nonprofit  Private Nonprofit 
## [1054] Private Nonprofit  Private Nonprofit  Private For-profit
## [1057] Private For-profit Private Nonprofit  Private Nonprofit 
## [1060] Private Nonprofit  Private For-profit Private Nonprofit 
## [1063] Private Nonprofit  Public             Private For-profit
## [1066] Private Nonprofit  Private For-profit Private For-profit
## [1069] Public             Private For-profit Private For-profit
## [1072] Private For-profit Private For-profit Public            
## [1075] Private For-profit Private For-profit Private For-profit
## [1078] Private For-profit Private For-profit Private For-profit
## [1081] Private For-profit Private For-profit Private For-profit
## [1084] Private For-profit Private For-profit Private For-profit
## [1087] Private For-profit Private For-profit Public            
## [1090] Private Nonprofit  Private Nonprofit  Private For-profit
## [1093] Private For-profit Private For-profit Private For-profit
## [1096] Public             Private For-profit Private For-profit
## [1099] Private For-profit Private For-profit Public            
## [1102] Private For-profit Private For-profit Private For-profit
## [1105] Private For-profit Private For-profit Private For-profit
## [1108] Private For-profit Private For-profit Public            
## [1111] Private For-profit Private For-profit Private For-profit
## [1114] Private Nonprofit  Private For-profit Private For-profit
## [1117] Private For-profit Private For-profit Private For-profit
## [1120] Private For-profit Private For-profit Private For-profit
## [1123] Private For-profit Private For-profit Public            
## [1126] Public             Public             Private For-profit
## [1129] Private For-profit Private For-profit Private For-profit
## [1132] Private Nonprofit  Private For-profit Private For-profit
## [1135] Private Nonprofit  Private For-profit Private For-profit
## [1138] Private For-profit Private For-profit Private For-profit
## [1141] Private For-profit Private For-profit Private For-profit
## [1144] Private For-profit Private For-profit Private For-profit
## [1147] Private For-profit Private For-profit Private Nonprofit 
## [1150] Private For-profit Private For-profit Private For-profit
## [1153] Private For-profit Public             Private For-profit
## [1156] Private Nonprofit  Private For-profit Private For-profit
## [1159] Private For-profit Private For-profit Private For-profit
## [1162] Private Nonprofit  Private For-profit Private For-profit
## [1165] Private For-profit Private For-profit Public            
## [1168] Private For-profit Private For-profit Private For-profit
## [1171] Private For-profit Private For-profit Public            
## [1174] Private For-profit Private For-profit Private For-profit
## [1177] Private Nonprofit  Private For-profit Private For-profit
## [1180] Private For-profit Private For-profit Private For-profit
## [1183] Private For-profit Private For-profit Private For-profit
## [1186] Private For-profit Public             Private For-profit
## [1189] Public             Private For-profit Public            
## [1192] Private For-profit Private For-profit Private For-profit
## [1195] Private For-profit Private For-profit Private For-profit
## [1198] Private For-profit Private For-profit Private For-profit
## [1201] Public             Private For-profit Private For-profit
## [1204] Public             Private For-profit Public            
## [1207] Private Nonprofit  Private For-profit Private For-profit
## [1210] Private For-profit Private For-profit Private For-profit
## [1213] Private For-profit Private For-profit Private For-profit
## [1216] Private For-profit Private For-profit Public            
## [1219] Private For-profit Private For-profit Private For-profit
## [1222] Public             Private For-profit Private For-profit
## [1225] Private For-profit Private For-profit Private For-profit
## [1228] Private For-profit Private For-profit Private For-profit
## [1231] Private For-profit Private For-profit Private For-profit
## [1234] Private For-profit Private For-profit Private For-profit
## [1237] Private For-profit Private For-profit Public            
## [1240] Public             Private For-profit Private For-profit
## [1243] Private For-profit Private For-profit Private For-profit
## [1246] Private For-profit Private For-profit Private For-profit
## [1249] Private For-profit Private For-profit Private For-profit
## [1252] Private For-profit Private For-profit Private For-profit
## [1255] Private For-profit Private For-profit Private For-profit
## [1258] Private For-profit Private For-profit Private For-profit
## [1261] Private For-profit Private For-profit Public            
## [1264] Private For-profit Private For-profit Private For-profit
## [1267] Private For-profit Private For-profit Private For-profit
## [1270] Private For-profit Private For-profit Private For-profit
## [1273] Private For-profit Private For-profit Private For-profit
## [1276] Private For-profit Private For-profit Private For-profit
## [1279] Private For-profit Private For-profit Private For-profit
## [1282] Private For-profit Private For-profit Private For-profit
## [1285] Private For-profit Private For-profit Private For-profit
## [1288] Private For-profit Private For-profit Private For-profit
## [1291] Private For-profit Private For-profit Private For-profit
## [1294] Private For-profit Private For-profit Private For-profit
## [1297] Private For-profit Private For-profit Private For-profit
## [1300] Private Nonprofit  Private For-profit Private For-profit
## [1303] Private For-profit Private For-profit Private For-profit
## [1306] Private Nonprofit  Private For-profit Private For-profit
## [1309] Private For-profit Private For-profit Private For-profit
## [1312] Private For-profit Private For-profit Private For-profit
## [1315] Private For-profit Private For-profit Private For-profit
## [1318] Private Nonprofit  Private Nonprofit  Private For-profit
## [1321] Private For-profit Private For-profit Private For-profit
## [1324] Private For-profit Private For-profit Private For-profit
## [1327] Private For-profit Private For-profit Private For-profit
## [1330] Private For-profit Private For-profit Private For-profit
## [1333] Private For-profit Private For-profit Private For-profit
## [1336] Private For-profit Private For-profit Private For-profit
## [1339] Private For-profit Private For-profit Private For-profit
## [1342] Private For-profit Private For-profit Private For-profit
## [1345] Private For-profit Private Nonprofit  Private For-profit
## [1348] Private For-profit Private For-profit Private For-profit
## [1351] Private For-profit Private For-profit Private For-profit
## [1354] Private For-profit Private For-profit Private For-profit
## [1357] Private For-profit Private For-profit Private For-profit
## [1360] Private Nonprofit  Private For-profit Private For-profit
## [1363] Private For-profit Private For-profit Private For-profit
## [1366] Private For-profit Private For-profit Private For-profit
## [1369] Private For-profit Private For-profit Private For-profit
## [1372] Private For-profit Private For-profit Private For-profit
## [1375] Private For-profit Private For-profit Private For-profit
## [1378] Private For-profit Private For-profit Private For-profit
## [1381] Private For-profit Private For-profit Private Nonprofit 
## [1384] Private For-profit Private For-profit Private For-profit
## [1387] Private Nonprofit  Private For-profit Private For-profit
## [1390] Private For-profit Private For-profit Private For-profit
## [1393] Private For-profit Private For-profit Private For-profit
## [1396] Private For-profit Private For-profit Private For-profit
## [1399] Private For-profit Private For-profit Private For-profit
## [1402] Private For-profit Private For-profit Private For-profit
## [1405] Private For-profit Private For-profit Private For-profit
## [1408] Private For-profit Private For-profit Private For-profit
## [1411] Private For-profit Private For-profit Private For-profit
## [1414] Private For-profit Private For-profit Private For-profit
## [1417] Private For-profit Private For-profit Private For-profit
## [1420] Private For-profit Private For-profit Private For-profit
## [1423] Private For-profit Private For-profit Private Nonprofit 
## [1426] Private For-profit Private For-profit Private For-profit
## [1429] Private For-profit Private For-profit Private For-profit
## [1432] Private For-profit Private For-profit Private For-profit
## [1435] Private For-profit Private For-profit Private For-profit
## [1438] Private For-profit Private For-profit Private For-profit
## [1441] Private For-profit Private For-profit Private For-profit
## [1444] Private Nonprofit  Private For-profit Private For-profit
## [1447] Private For-profit Private For-profit Private For-profit
## [1450] Private For-profit Private For-profit Private For-profit
## [1453] Private For-profit Private For-profit Private For-profit
## [1456] Private For-profit Private For-profit Private For-profit
## [1459] Private For-profit Private For-profit Private For-profit
## [1462] Private For-profit Private For-profit Private For-profit
## [1465] Private For-profit Private For-profit Private For-profit
## [1468] Private For-profit Private For-profit Private For-profit
## [1471] Private For-profit Private For-profit Private For-profit
## [1474] Private For-profit Private For-profit Private For-profit
## [1477] Private For-profit Private For-profit Private For-profit
## [1480] Private For-profit Private For-profit Private For-profit
## [1483] Private For-profit Private For-profit Private For-profit
## [1486] Private For-profit Private For-profit Private For-profit
## [1489] Private For-profit Private For-profit Private For-profit
## [1492] Private For-profit Private For-profit Private For-profit
## [1495] Private For-profit Private For-profit Private For-profit
## [1498] Private For-profit Private For-profit Private For-profit
## [1501] Private For-profit Private For-profit Private For-profit
## [1504] Private For-profit Private For-profit Private For-profit
## [1507] Private For-profit Private For-profit Private For-profit
## [1510] Private For-profit
## Levels: Private For-profit Private Nonprofit Public
#Accuracy
#training error
prediction_training <- predict(model, data_knn_training[, -1])
confusionMatrix(reference=data_knn_training[, 1], data=prediction_training )
## Confusion Matrix and Statistics
## 
##                     Reference
## Prediction           Private For-profit Private Nonprofit Public
##   Private For-profit               1365                42     11
##   Private Nonprofit                  13               612     21
##   Public                              9                46    899
## 
## Overall Statistics
##                                           
##                Accuracy : 0.9529          
##                  95% CI : (0.9448, 0.9602)
##     No Information Rate : 0.4596          
##     P-Value [Acc > NIR] : < 2.2e-16       
##                                           
##                   Kappa : 0.9261          
##  Mcnemar's Test P-Value : 1.684e-05       
## 
## Statistics by Class:
## 
##                      Class: Private For-profit Class: Private Nonprofit
## Sensitivity                             0.9841                   0.8743
## Specificity                             0.9675                   0.9853
## Pos Pred Value                          0.9626                   0.9474
## Neg Pred Value                          0.9863                   0.9629
## Prevalence                              0.4596                   0.2319
## Detection Rate                          0.4523                   0.2028
## Detection Prevalence                    0.4698                   0.2140
## Balanced Accuracy                       0.9758                   0.9298
##                      Class: Public
## Sensitivity                 0.9656
## Specificity                 0.9736
## Pos Pred Value              0.9423
## Neg Pred Value              0.9845
## Prevalence                  0.3085
## Detection Rate              0.2979
## Detection Prevalence        0.3161
## Balanced Accuracy           0.9696
CM_training <- table(data_knn_training[, 1], prediction_training)
CM_training
##                     prediction_training
##                      Private For-profit Private Nonprofit Public
##   Private For-profit               1365                13      9
##   Private Nonprofit                  42               612     46
##   Public                             11                21    899
#training error
sum(diag(CM_training )) / nrow(data_knn_training)
## [1] 0.952949
#testing error
confusionMatrix(reference=data_knn_testing[, 1], data=prediction)
## Confusion Matrix and Statistics
## 
##                     Reference
## Prediction           Private For-profit Private Nonprofit Public
##   Private For-profit                651                16     11
##   Private Nonprofit                  18               323     16
##   Public                             10                50    415
## 
## Overall Statistics
##                                          
##                Accuracy : 0.9199         
##                  95% CI : (0.905, 0.9331)
##     No Information Rate : 0.4497         
##     P-Value [Acc > NIR] : < 2.2e-16      
##                                          
##                   Kappa : 0.8758         
##  Mcnemar's Test P-Value : 0.0005119      
## 
## Statistics by Class:
## 
##                      Class: Private For-profit Class: Private Nonprofit
## Sensitivity                             0.9588                   0.8303
## Specificity                             0.9675                   0.9697
## Pos Pred Value                          0.9602                   0.9048
## Neg Pred Value                          0.9663                   0.9428
## Prevalence                              0.4497                   0.2576
## Detection Rate                          0.4311                   0.2139
## Detection Prevalence                    0.4490                   0.2364
## Balanced Accuracy                       0.9631                   0.9000
##                      Class: Public
## Sensitivity                 0.9389
## Specificity                 0.9438
## Pos Pred Value              0.8737
## Neg Pred Value              0.9739
## Prevalence                  0.2927
## Detection Rate              0.2748
## Detection Prevalence        0.3146
## Balanced Accuracy           0.9414
CM <- table(data_knn_testing[, 1], prediction)
CM
##                     prediction
##                      Private For-profit Private Nonprofit Public
##   Private For-profit                651                18     10
##   Private Nonprofit                  16               323     50
##   Public                             11                16    415
plot(model)

nrow(data_knn_testing)
## [1] 1510
#testing error
sum(diag(CM )) / nrow(data_knn_testing)
## [1] 0.9198675

5 Conclusion]

6 Future Studies]